CN1174610A - 通讯定位系统 - Google Patents

通讯定位系统 Download PDF

Info

Publication number
CN1174610A
CN1174610A CN95196005A CN95196005A CN1174610A CN 1174610 A CN1174610 A CN 1174610A CN 95196005 A CN95196005 A CN 95196005A CN 95196005 A CN95196005 A CN 95196005A CN 1174610 A CN1174610 A CN 1174610A
Authority
CN
China
Prior art keywords
information
transceiver
mobile
signal
mobile radio
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
CN95196005A
Other languages
English (en)
Other versions
CN1102235C (zh
Inventor
约翰·E·马洛尼
小查里斯·J·欣克尔
詹姆斯·O·史蒂文森
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
MULOC Inc
Original Assignee
MULOC Inc
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by MULOC Inc filed Critical MULOC Inc
Publication of CN1174610A publication Critical patent/CN1174610A/zh
Application granted granted Critical
Publication of CN1102235C publication Critical patent/CN1102235C/zh
Anticipated expiration legal-status Critical
Expired - Lifetime legal-status Critical Current

Links

Images

Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W64/00Locating users or terminals or network equipment for network management purposes, e.g. mobility management
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01SRADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S2205/00Position-fixing by co-ordinating two or more direction or position line determinations; Position-fixing by co-ordinating two or more distance determinations
    • G01S2205/01Position-fixing by co-ordinating two or more direction or position line determinations; Position-fixing by co-ordinating two or more distance determinations specially adapted for specific applications
    • G01S2205/06Emergency
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01SRADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S5/00Position-fixing by co-ordinating two or more direction or position line determinations; Position-fixing by co-ordinating two or more distance determinations
    • G01S5/02Position-fixing by co-ordinating two or more direction or position line determinations; Position-fixing by co-ordinating two or more distance determinations using radio waves
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01SRADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S5/00Position-fixing by co-ordinating two or more direction or position line determinations; Position-fixing by co-ordinating two or more distance determinations
    • G01S5/02Position-fixing by co-ordinating two or more direction or position line determinations; Position-fixing by co-ordinating two or more distance determinations using radio waves
    • G01S5/04Position of source determined by a plurality of spaced direction-finders
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01SRADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S5/00Position-fixing by co-ordinating two or more direction or position line determinations; Position-fixing by co-ordinating two or more distance determinations
    • G01S5/02Position-fixing by co-ordinating two or more direction or position line determinations; Position-fixing by co-ordinating two or more distance determinations using radio waves
    • G01S5/12Position-fixing by co-ordinating two or more direction or position line determinations; Position-fixing by co-ordinating two or more distance determinations using radio waves by co-ordinating position lines of different shape, e.g. hyperbolic, circular, elliptical or radial

Abstract

一种用于在一蜂窝电话或蜂窝式通信系统中定位一移动无线通信收发机的方法和装置使用一简化系统以被动地监视由该收发机发射的信号。一单一的基地站能确定该远程收发器的无线电方位线,然后将此方位线与关联的位置感应信息结合以确定该收发机的可能位置。本发明尤其适用于道路交通,它有利于加强对援助呼叫的反应而实施紧急服务和道路帮助,并且允许对交通流量的被动监视。

Description

通讯定位系统
此项发明旨在确定一蜂窝或蜂窝式通讯系统中的一部分的移动无线通信发送器的地理位置,以利于能够施行或由此位置信息支持对紧急事件的反应、道路协助及交通监视。
蜂窝式电话系统现在已有充分条件使用于无线电话通讯中,现今的蜂窝式电话的操作原理是属于分频多路存取的模拟系统式的(FDMA)。数字科技包括分时多路存取(TDMA)或是分码多路存取(CDMA),可提供较大的容量并且可让更多使用者同时使用蜂窝电话服务。此外,蜂窝状的通讯系统,例如个人通讯系统(PCS),可更加提高使用无线通讯网络人总人数。
蜂窝式电话或是蜂窝状通讯系统包括多个由固定基地站构成的网络,这个网络提供了一个整体的通讯服务给多个移动式的发射器/接收器(收发两用机),例如:蜂窝式电话。此一通讯网络从可提供理想通讯的基地站,尝试去与收发机作传输,这理想的基地点通常,但并不一定,是最靠近移动式收发机的一个基地站,为了达成提供最理想的传输协助,此一网络所需的只能决定去使用那一基地站的定位准确度,并不需要有任何再高的定位准确性。
现有的蜂窝式电话或蜂窝状通讯系统的通讯网络的无法准确地决定出移动式发射机的位置,这在紧急情况中是一项严重的缺点,例如,在洛杉机地区,公安官员估计,今天用蜂窝电话打电话要求帮助(9-1-1)的人士,有四分之一并不知道当他们打电话时的所在地,花在找出他们地点的时间,拖延了那些紧急协助单位,例如,警察局或是救护车服务,其他的报导也显示,在美国有高过百分之六十的交通事均发生在郊区,由于不确定详细地点而造成延误,在郊区提供紧急服务的处理上,也导致较长的反应时间。
对移动无线收发两用机的定位在许多年前就已有多种方式可解决了,但是都仅限于对蜂窝式电话或类似蜂窝式通讯系统之外的系统,对于应用在大规模的移动无线收发两用机的定位系统的实施上实际的困难在于修改以下二种东西所需的成本:一、收发两用机;二、用来决定移动式收发两用机所需的通讯网络。现今所有的收发两用机很少,甚至完全没有,被用来当作对紧急事件或道路协助上的发射信号之用,因此,收发机的提供厂商以及通讯网络的操作人员并不会有很大的经济上的诱因去使他们提高极少使用的服务,在无政府法令的限制下,虽然在短期内无利可图,紧急事件及道路协助的服务在对提供及加强个人及公安安全上的价值是毫无疑问的,对日益猖獗的暴力事件及相关对人身安全的忧虑,以一移动式通讯系统的方式来改善是一项有价值的政策目标,且此目标对于提供给用户,网络操作者及一般大众广泛的利益有着极大的潜力,然而,实现这项目标,虽然是一个极重要且有价值的目标,只需要一个实际、不昂贵而包含以下几种功能的基本设施:查出需要协助的人士们、与他们作通讯联络以及提供给负责协助的单位他们的地理位置。
今天在提供紧急或道路协助之外的应用上已有技术可准确地决定出人们的位置,譬如说,利用卫星的环球定位系统(GPS),利用一特殊目的的接收器去接收从卫星发射出来的无线GPS信号可决定出GPS信号接收点的位置,但是,如利用GPS来取得一通讯收发机的位置,移动收发机必须要包含一个GPS接收器,而GPS接收器却十分昂贵,即使他们的价格因大量生产得以降低,GPS接收器仍必须整合进现有的或是将来的移动收发机,基于此项服务的罕用及大量移动式收发机均需定位的能力;所需的成本中几乎使此一解决办法不可行。
另有些存在的技术可藉被动式的监督移动式通讯收发机来找出它们的位置,然而,这些技术在求得其位置并未将由多路干扰所造成的位置误差考虑进去,多路效应是因为无线电信号在碰到例如车辆、建筑或山丘等物体时会弹回引起的,如不考虑这些效应,接发机的位置将会有误差,多种传播在短波长无线电通讯上是非常普通的,因为相当小的物体就可使相当大量的传输信号产生反射,而且,这种现象普遍发生在有建筑物可反射信号的都市内,这种极有可能,在求取移动式收发器的位置时,经由多路效应而产生的偏差,是在以被动方式去定出无线电发送器位置的应用上必须要强调的一个问题。
如能利用信号分析及来源定位程序来修正在求得正确位置时的误差,多路传播的现象并不一定会阻碍对收发机的定位,例如,美国专利编号4728959,其发明人Maloney证明了如何可将方位寻找程序,也就是信号到达时的方位可被估算,使用在有二个或以上的接收站的情形,如在此专利中所描述的以被动监督通讯信号来决定位置是一项极优越的应用,因为此系统可定出在服务范围内的移动收发机的位置,只要此网络涵盖范围内有至少二个确定位置的接收站,这种方向寻找的方式比起其他的作法来得简单而又准确。然而,需要在多于一处接收站同时接收一共同信号的要求可能会使得这种方式的复杂难度及成本超过一段蜂窝式电话公司或是PCS公司现在或将来愿意接受的。
常常,除了方向性的数据可经由所接收到信号的特征中所求得其他有关移动或无线也收发机位置的信息也可能同时得到。譬如说,在一个用作提供紧急路边协助的系统里,我们可以假设那位请求协助的人士是在某条路上或接近某条路的一辆车里,此一假设可经由向此人是否在路上而求得证实,这种额外的地理上的或是拓扑的信息,在此叫做“并行的信息”,是在正常情况下车辆调度人无法得到的一种信息,将并行信息与方向性信息结合在一起,即使在只有一个基地站的情况下,也可决定出移动无线电收发机的位置好到足以使调度车辆能够提供紧急及路边协助的服务及利用在其他基地所接收到的无线电传输信号的特征来求得该收发机的位置就并不重要了,而额外基地站的要求也变得是多余了,然而,至今尚无任何建议利用此并行信息来去除需要额外基地站的要求。
监督位于车辆内的移动式收发机除了能够加速求救时的反应时间之外,还有其他的好处,其中之一就是能够在符合经济效益情况下来监督交通流量,因缺乏详细计划而产生的交通事故(交通拥挤),将公路阻塞甚而造成在安全上、环境上及经济上极严重的影响,信息交通的多少在一主要大都市区域内可算是一种间接信息,此信息可与所测得的位置及与速度有关及拓扑性的(例如道路地图)等信息结合起来而显示出那些路可通行,那些路已阻塞了,然而,交通流量的信息,就好象紧急事件处理以及路旁协助一样,并非是要建立此一通讯系统的最主要原因,因此目前此信息并未提供,为了提供交通流量的信息而增加设备到通讯基本设施中所需的成本,只有在只需最少量基本设施改进的情况下才可能让那些通讯公司接受。
今天,已有技术可对供应准确的地理位置给紧急及路旁协助的相关人士提供部分及整体的解决办法,然而,这些系统都需要不同接收站同时接收该无线电波的信息,或是需依赖位于通讯收发机之外的仪器所产生的导航信息,还没有任何系统尝试去利用所侦测到的方向性信息加上譬如说街道图之类的并行信息求得位置信息。因此,发明此专利的其中一目的就是能提供一个既简单又有效的方法能在任一无线通讯系统中去认出且定位出一个移动式无线收发机,而这一无线通讯系统包括那些已经存在的或已在计划中的系统,例如个人通讯系统(PCSs)、蜂窝式电话、特殊移动式无线电(SMRs)以及个人数字式辅助器(PDAs)。这项发明的另一目的是能提供一自动的位置代号(ALI)以及一自动的数字代号(ANI)以期全国及全球性都市及郊区的紧急通报及人身安全,以及藉助从接收到的无线电波所得到的信息加上从街道图、用户的描述及其他消息来源的并行信息等等都能够较容易地付诸实现。
这项发明的其他目的还包括:提供一种系统,使得定位及鉴别的功能能够成为在对全国及全球无线电加强式9-1-1(E9-1-1)紧急情况或例行的路边协助通知的通讯系统中的副产品;侦测路上车辆速度及提供一般性的交通消息如交通阻塞及流量的分析:在一即容易实施且又不需太多费用建造的一个系统中提供此一功能;去提供一项系统具有可移动性的特性且可被用来暂时性地侦测局部性区域如道路施工地区或是特殊事件场所如运动竞赛、展览、或音乐会;提供一套步骤及特性以建立起一即便宜又坚固而附属于通讯系统中且可用来定位及鉴别的系统。
这个发明提供了一种装置可用来在一个包含一固定地点的传感站的无线电通信系统中来对一移动式无线电通讯收发机进行定位,传感站利用一对方位敏感的接收天线来接收从移动式收发机传来的无线电信号,一信号特征处理单元来决定出一条从传感站到移动式无线收发机的方位角,一些有关移动收发机的并行信息,一多维参数关联处理单元经由方位角信息及并行信息来决定出北移动收发机的可能位置。
这项专利发明由一能够以被动式来监督从移动收发机传出的信号的一简化系统来在一个蜂窝式电话或蜂窝状通讯系统中找出移动式无线电收发机的位置。在这项发明里,经由一已知位置的单一接收站处理后,可决定出到此移动式收发机的一条方位线(也就是从接收站发出一方位角),然后这条方位线便可与并行信息结合以求得这收发机的可能位置。这项发明在道路交通上有着特殊的实用性,因为它使得紧急处理及路边协助容易达成,而且它也可被动地来监督交通流量,并行信息包含了所有从无线电方位方式之外而得到的位置信息,这些信息可包括在基地站附近地区道路图的拓扑信息,或是其他的信息,例如:所求得的载有该收发机车辆的速度,或是经由与该发话者通话或是从发话者所在地仪器得来的一些信息。
这项发明并不要求必需有二个或二个以上的基地站的位置相交来进行定位;一个基地站就足够了,这种功能在一个CDMA的通讯网络中有特殊的用处,在CDMA之下,网络负载量可经由动力功率控制使得只有一基地站会收到任一收发机的传输信号而提高,然而,在此一发明中并非表示不可以多于一个基地站的方式来增加所定位的准确性或是在无任何并行信息的情况下去定位,这种只需单一基地站来定位的方式在对提供紧急协助上有着特别的好处,譬如,单一基地站的接收可应用在更多的场合,需要较少的基本设施,且大大地降低成本,此项方式的并行信息更能指出在沿着所测得方位线上移动收发机的确实地点。这项发明也提供了一种方法及装置,来在一含有一确定地点的传感站的通讯系统中定出移动式无线电收发机的位置,提供了一个方法及步骤来决定出从传感站到移动式无线电通讯收发机的方位线,以及提供了一个方法及步骤结合并行信息与这个方位线来决定出这个移动无线电收发机的位置。
这项发明有一好处:能够在不需加上或与其他特殊目的装置,例如一GPS接收器,相结合的情况下去定出一移动式无线电收发机的位置,的确,这项发明实现了对所有现存的蜂窝电话的定位,以这种方式来定位一开始所需成本不高,这种开头成本低的情形即表示此一系统可较快地开始被使用,所以消费者也能较快地,以较少的花费享受到它的好处。
图1示出这项发明经由方向性信息与道路网地图中的位置信息的关联可定位出一个蜂窝电话收发机的位置。
图2显示出由图一中的方向线与相关道路的交点的一放大图。
图3示出了在正常的通讯操作中,该系统各功能组成部份,而此系统经由方向性及其他信号特征的信息与从其他来源得到的并行信息来求得无线电收发机的位置。
图4展示了经由方向性数据测量与一条有蜂窝电话行径之路的交集,可用来求得其速度以及对进行方向的预测。
图5显示了一具有图3中所列成份的系统组态。
图1中解释了这项发明如何能决定了移动式收发机的位置。在图1中所示出的并行信息是在美国弗吉尼亚州安那代尔的一部分的街道图以及一个蜂窝电话的移动式无线电收发机,一个载有蜂窝电话的车辆正位于定位区域1里沿着2号公路(弗吉尼亚(VA)50号路)位于十号传感站的方向性天线在不同时间中决定出一系列的方位线3-8。
这些方位线3-8然后便覆在标示为20号代表区域街道图的拓扑信息上,这些数字式的都市街道图的数据,可很容易地从一些地方得到,例如:ETAKInc.位于加州的蒙罗公园、Navigation Technologies位于加州的太阳谷、Roadnet Technologies,Inc.位于马里兰州的帝扑尼、或是美国商业部人口局,全华盛顿特区,这些地图以移动式无线电话收发机工作区域的拓扑方式来代表并行信息,这项发明由使用此一并行信息去使得控制站(图1中的10)去利用仅从一个传感站得到的方向数据以及并行信息去决定在区域1中工作的移动式无线电收发机的位置。
图2示出了一个在图1中定位区域1的扩大图,方位线3-8与街道标示9号(Parkwood Terance)及11号(Marc Drive)相交,从3-8中的任一条方位线,才可能决定出此一移动式收发机是位于街道2,9或11中的哪一条上。然而,任二条方位线,例如3和4,可提供一弧长,代表着此一移动式收发机在区域1中所占的地理上的距离。对一传输中此蜂窝电话以高行驶速度,例如80公里/时,即表示此一移动式收发机是在主要干道2(VA50号公路),而不是在那些9号及11号的小路上,这些小路所标示的速限,40公里/时(25英里/小时)是所测得速度的半,因此,藉着利用以相对速限或是平均速度分配的形式得来并行信息,12号控制站可以得知在哪一条路上标示适当的定位区域1。
在前一个例子里,仅从方位线上来看,也好象是10号控制站无法决定出此移动收发机是位于2号干道或是其他的街道,例如9号或11号,除非知道此一收发机以高速度来移动,为了对固定式收发机的定位,紧急事件(9-1-1)的协助就需其它并行信息,例如,协助车辆调度人可经由讯问当事人是否在主要道路上来得到其他的信息,如果不是,便去寻求其他描述性的信息,例如街道名称或是已知路标使其可以分辨出是9号或是11号路,从这些数据中所含的地理性信息,加上从方位线测量中所得的位置性信息,收发机的位置便可被定出。
此外,如已知车辆移动缓慢,在监督交通流量上也有意义。甚于一般的交通特征,10号控制站可假设大多数和从1号区域发出的电话都是从2号干道上发出的,这些收发机都会有着类似标示出的速限的速度特征,如由这些收发机所观测出的速度明显地低于1号区域附近的正常道路情形,此一信息即表示2号干道有不正常的阻塞情形发生,交通警告便可被启用来表示有阻塞的情形发生,而且,紧急事件或其他服务性车辆便可被派遣去调查阻塞的发生地点,假如有意外发生的话,所以这些功能均不需要除了方位线的求得时间以及正常路况特征之外的额外信息,但是如有的话,将会更好。
图3中描绘出了此一发明系统方块图,第30号传感器副系统包含了一个被连接到一信号特征处理单位32的射频天线31,此射频天线是一种方向性的天线,被设计用来求得输入信号的方向角(方位线)之用,一种用来求取这些测量值的相位天线阵列的基地站已出现于美国专利4,728,959的专利中而且在此被引用,这个信号特征处理单元32从射频信号中找出信号到达时的方向角,并且定出此测量所达到的精确时间,在专利4,728,959中也描述了此一过程亦可由一些统计方法来完成。利用相位性天线阵列从接收到信号的特征所产生的相位差而完成,因为信号在不同的相位位置时通过不同的天线,因此依所到达的方向会呈现不同的相位,同样地,这相位阵列方向的决定可藉利用这些天线单位间的信号相位差以及他们相对的能量分析来间接求得,或是当这个相位差列成直线时将产生最大的合成信号能量来决定其方向,另外还有一个方法,就是可由机械性地旋转一抛物性反射或集中天线来形成波束以求得在达到最大接收能量的方向测量。
此传感器系统以被动式地来接收从无线电通讯系统32于正常状况下所产生的射频信号,然后将它们转换成控制系统35所需的信息,除了从接收到信号所得到此方向信息之外,我们也可得到被处理的信号的到达时间以及该收发机的鉴别,甚至一些并行性与位置有关的特征例如移动的方向,到达方向的改变速率、信号强度,甚至信号往返所需的时间,藉着延长对所获取信号作方向性的分析所需的时间(亦即整体时间或“居住”时间),这种程序除了可得到方位之外,也可得到其改变的速率,这种速率的改变可从延长的测量过程中得出,因为在测量过程中所作出的定方向的基本假设将不适用,而且在当此信号是从移动无线电收发机发出的情况下会影响其测量准确度、方向的改变率与通讯收发机的移动的切线速度有关。除了求得收发机位置的测量之外,此特征性处理可决定出接收到信号的能量(亦即无偏差信号的方差或平均二次方),这信号能量代表出(经由在以下所讨论的信号传播评估)从接收站到移动式收发机的范围或距离,而信号能量或是其他能量变化特征的改变率,不但可代表收发机的径向移动速度,也可显示出那些与信号传播在已知地理区域内一并产生的阻碍或多路干扰的原因。一没有被阻挡的信号其往返时间与从接收地至移动收发机的距离的二倍成正比,一接收到信号的所有可测量的物理特征是定位系统的基础,所测量的结果均与收发机的位置及移动有着已知的关联性。
有关方位线及它们量得的时间有不定性的信息可经由一个或多个传感站而得到,然后被输入一个多元参数关联处理单元36,这个处理单元结合了方位线的信息及其他的由32,37或38所来的并行信息而决定车辆的位置,所谓的“并行信息”包含那些可加强方向性数据而经由观察得来的特征以及一些从移动无线电收发机发射的无线电波之外的来源所得到的信息。并行信息包含有关在移动收发机操作环境里的一些信息,例如,道路网的组态、地形上的特征及边界、信号传播特征、天气及其对信号传播及道路交通情况的影响的信息,也包含了口述的或其他有关道路编号、路名、速度、附近的陆标等的描述,或是其他经由移动收发机传来的与位置相关的信息,道路及地形上的数据可经由那些地理信息系统数据库的代理商来取得,譬如在先前曾沸过的一些提供地图数据的场商,其他代表着在数据库中某段路的标示速限的数据,通常也可从地图数据制造商或是从州政府交通部门来取得,此外,在不同路段中的特征性的交通速度分配,以每天的时间、天气状况、星期里的哪一天、哪个季节来划分,则通常可由州交通部的例行执导的交通流量研究中来取得。另外,这些与位置有相关性的交通流量数据亦可经由利用此专利经由对流量有关的统计资料累积而得到,然后在当数据库的统计性精确度提高之后,可反复地修正这些资料,来更快速及可靠地得到结果。
信号强度(能量)及距离的关系是一种以信号传输特征为并行数据数据库中得到的辅助信息,强度与距离间的基本关系是所接收到的信号强度或是能量与距离的平方成反比。然而,在一个以短波通讯为特征的多路环境中(例如蜂窝式系统),信号强度通常与距离的二次方至六次方成反比,而且与信号到达的方向及天气状况有着极大的关系,因此,以信号强度来当作距离的指标的作法完全在于包含强度至距离转换的数据库的准确性,也就是所谓的信号传输特征,为了对信号能量以及从接收器到移动收发机的距离作一大约的关联,信号传播分析可经用静态或动态的射频传播估测的投影,这些信号传播投影的有关电脑软件设备可从Applied SpectrumResearch,in Boulaer,Colorado及C. E. T. Inc. inEdgewater,Florida及Soft Wright in Denver,Colorado或H2A Commnicationin Mosow,Idaho等处得到。这些对信号传播所作的分析可以如所期望地被用来解释天气影响、地表地热学及地表组成以及与方向有关的干扰及背景杂音。
我们可利用对沿着信号到达的大概方向地形情况的了解来预测其对信号传播的影响,另外,地理特征,如山丘或水界限制了可能位置的范围,而使得收发可用已知方式来被定位,因此,这种有关地形的信息也可被用作并行信息来更有效地求出位置以及增加其准确性。
在郊区,以利用方位线信息与以拓扑地图对比(也就是将位置信息对应至已知的地理位置如道路或其它的地形特征)的形式的并行信息相结合,被认为在大部分情况中足以能够达到监督沿着主要道路交通流量以及辅助紧急事件及路边协助时的车辆派遣的功能,因为郊区一般情况下道路不多,使得从传感站到移动收发机的一方位线足以唯一决定出此一移动式无线电收发机的可能地点。
在市区里,一般而言,仅有方位线以及市街地图的信息并不足以去唯一地决定出移动式无线电收发机的位置,在这种情况下,就需要有额外的信息,此一发明考虑将并行信息应用在一个基于知道的位置信息处理器38,该处理器可整形从其他来源来的信息,这些来源有地理的形态以及意外事件(9-1-1)协助中心作业,更对移动无线收发机的明显位置或可能区域的判断。
这项发明也会从无线电通讯系统中接收辅助性的描述性的信息,这由所接收到射频信号所得到与位置有关的信息可藉着从无线电通讯系统34来的并行信息而加强,例如,射频天线33可以为一最靠近远处收发机,如蜂窝电话,的一个蜂窝电话系统的基地站,这个无线电通讯系统34负责对从远处收发机传来的通讯进行解调,由此无线电通讯系统收到的描述性的信息包括与位置有关的消息,例如以声音来表达出此一传输信号是从路上车辆发出的或是此移动收发机所在道路的名称,而这些信息可被转换成象征性的代号而被用作并行信息去与所测得的方位线相结合后而用来定位,在需要协助的情况下(例如9-1-1电话),接线生例行地会询问发话人提供他们的电话号码以及他们的地点,发话人如不知道他们所在地点仍能够藉着电话来描述其周遭环境。因此,这项发明可协助那些操作生迅速得到相关信息以进而迅速地提供准确的地点,藉着由发话人对道路编号或路名的表达,将该条路与所估的信号到达方向相交便可得到发话人的大概地点,如发话人不清楚所行驶的路线时,这个提供协助的操作员可以询问出有关行驶速度以及沿着所观测到的信号到达方向的明显路标的信息,这些所有与位置相关的信息,不论是经由人为操作或是自动分析而得到,均可经由图象式的交流或是自动的地形描述来转换成地理的形式,以被用来与所收到的信号特征关联性的评估。
操作员或人文信息来源所具有的地理上的知识及了解,可藉着在人与配备有用来作自动化指引决定的图象指引装备的终端机间的图象性的沟通而输入。当操作员看到一包含有相关道路的电脑驱动的地图时,他可利用此图象式的输入器械去指出一大约的位置,或发话人的可能所在路上,或是一椭圆形或多边形的可能地点,根据从通话中得到的描述,将位置结果从用地理展示中的平面投影座标转换成用在地航及定位参考系统中的地测学参考座标的数学转换公式可在美国地质探堪学术报告1395,一篇名为“Map Projections-A Working Manual”,作者为John P.Snyder的报导中得到,在此被用作参考。
此外,操作员也可经由电话中交谈或推断而对路名、速度、路标或是道路交叉点提出文学性的输入,这文字性的数据可经由一文字、位置转换的数据库而转换成一个大约的位置信息,这些数据库包括美国邮件服务地图中的地址数据库或是大众服务回应点的911数据库。在更高一级的系统中对相关联信息的询问可经语音合成的自动控制或是经由电脑及操作员间沟通的自动化控制而结合进一车辆的通信器材中,而且所有的反应可经由语音鉴别处理或直接将数据导入有着方位及特征的测量的关联处理过程中而作分析。
在图四中解释了如何利用从一连串的方位线测量中计算出一移动无线电收发机的速度及方向,在此例子中,一移动式无线电收发机40正沿着一条限制的公路41(495号州际公路)移动,操作员或处理机指出了这些方位线与一即定的公路的交叉点(地图配合)的处理机可计算出连续点之间的平均速度,信号从移动无线电收发机40发出的到达方向的改变率与一和方位线垂直的收发机分速度成正比,在信号到达方向与可能的路的交点上,将此分速度投影至其正切面上,相关的速度及移动方向便可被估测出。另外,连线的对其到达方向作观测加上他们与可能道路交叉的评估,更可增加对这些有关移动的参数作估计的准确性,藉着利用适当的道路网络速度分配图表,对可能行径路线的估计时速的评估可使得这移动式收发机的实际行径中更可能被预测出来。
这项发明所需的装置可包括一般用途的处理设施,例如以Intel 486晶片为基础的微处理机或是以Pentium中央处理单元(CPUs)或是Motorola 68040或是Power PC CPUs为主的微处理机,此关联性的计算可以定出测得的方位及其他可能特征、谈话中的信息及人为的评估与在大量储存设备例如磁盘、CDROM、气泡记忆体及磁带介质的这最佳结合,为了能快速地取得大量不同形式的地理数据,这些高使用量,大量储存的设施入须经由高输出的数据传输管道来与这数据处理设施作信息传输,这些管道包括有那些含有直接处理器总线的磁盘接口以及ethernet处理机间网络。
图五中,显示了一种以现有蜂窝电话网络为无线电通讯系统而以此专利发明的一种装置为监督交通流量的方法,目的是利用移动式收发机40去当作一个探测器,去决定出沿着公路51上交通流量,一蜂窝电话40发射出一射频信号而被传感站10上的一接收器32接收到,较理想的情况是,这些方位线及其他观察到信号特征的信息被传送到一控制站或是交通管理中心53应尽可能地传输方位线及其他特征性信息而不是传输所接收到的信号或是其他的基本数据以减少传输信息的数量。这些方位线与关联性的信息被处理后,然后在一电脑屏幕54上被展示出来,其他例如车辆在公路51上行驶速度等的有用信息也一并被展示出来。
这项发明的基本原理,具体实现以及操作模式,已在先前的详述中提出,这里所提出的具体实现只是被用来解释此一发明而并非限制于此,先前的所有陈述不可被用作限制于那些适合人们的相类似结构,而实际上,是可扩充其应用范围至其他尚未被实现的用途上,对先前的举例作些变化及改变均是可行的,只要不要偏离此发明的后附权利要求的范围以及其精神就可。

Claims (8)

1、在一无线电通讯系统中的一种用来定出一移动式无线电通讯收发机位置的装置,包含:
一基本已知位置的传感站,此传感站以一对方向敏感的接收天线来接收从移动收发机传来的无线电信号。
一信号特征处理单元,用于从此无线电信号中决定出一个从传感站至移动式无线电收发机的方位线。
一个有关移动式收发机的并行信息源。
一个多元参数关联性处理单元,用于从方位线信息及并行信息以及一个移动式收发机的可能位置等信息中决定出一个可能的位置,及
该移动收发机的可能位置的一输出指示。
2、如权利要求1中所述的装置,其中并行信息为地势信息。
3、如权利要求1中所述的装置,然而并行信息由操作员而输入。
4、如权利要求1中所述的装置,其中此多元参数关联单元包含一种装置能从方向性信号之中确认此无线电收发机的相对运动。
5、如权利要求1中所述的装置,其中并行信息包含从由发送鉴别,无线电信号发送时的与地理敏感的特征以及地图对比的信息构成的组中选出的信息。
6、一种用在一蜂窝式或蜂窝状通讯系统中来对一移动式无线电通讯收发机作定位的方法,包含:
基于从移动式收发机传出的无线电讯号量取从基本已知位置的传感站到这个移动式收发机的一条方位线。
输入与此移动收发机位置有关的并行信息。
从方位线信息及并行信息中的关联性来指出此移动式收发机的可能位置,及
指示该移动收发机的可能位置。
7、一个用来在一无线电通信系统中对一移动式无线电收发机作定位的装置,包含:
一基本已知位置的传感站。
用来决定出从传感站到移动式无线电通讯收发机的方位线的装置,及
可用来结合并行信息与方位线信息来决定出移动式无线电收发机的方位的装置。
8、一种用于在一无线电通讯系统中对一移动式无线电收发机进行定位的方法,包含:
从一已知位置的传感站,决定出一条指向此移动式无线电通讯收发机的方位线。
结合此方位线信息与并行信息以决定出该移动式无线电收发机的地点。
CN95196005A 1994-11-03 1995-11-03 通信定位系统 Expired - Lifetime CN1102235C (zh)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US08/335,331 1994-11-03
US08/335,331 US5959580A (en) 1994-11-03 1994-11-03 Communications localization system

Publications (2)

Publication Number Publication Date
CN1174610A true CN1174610A (zh) 1998-02-25
CN1102235C CN1102235C (zh) 2003-02-26

Family

ID=23311327

Family Applications (1)

Application Number Title Priority Date Filing Date
CN95196005A Expired - Lifetime CN1102235C (zh) 1994-11-03 1995-11-03 通信定位系统

Country Status (11)

Country Link
US (4) US5959580A (zh)
EP (1) EP0789847B1 (zh)
JP (1) JP3691517B2 (zh)
CN (1) CN1102235C (zh)
AT (1) ATE233906T1 (zh)
AU (1) AU704149B2 (zh)
CA (1) CA2204125C (zh)
DE (1) DE69529835T2 (zh)
MX (1) MX9703201A (zh)
NZ (1) NZ297190A (zh)
WO (1) WO1996014588A1 (zh)

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1130940C (zh) * 1998-03-05 2003-12-10 松下电器产业株式会社 距离检测方法及其装置
CN102449496A (zh) * 2009-05-27 2012-05-09 诺基亚公司 定向

Families Citing this family (253)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8352400B2 (en) 1991-12-23 2013-01-08 Hoffberg Steven M Adaptive pattern recognition based controller apparatus and method and human-factored interface therefore
US10361802B1 (en) 1999-02-01 2019-07-23 Blanding Hovenweep, Llc Adaptive pattern recognition based control system and method
US5959580A (en) * 1994-11-03 1999-09-28 Ksi Inc. Communications localization system
AUPN733395A0 (en) 1995-12-22 1996-01-25 University Of Technology, Sydney Location and tracking system
US6522890B2 (en) 1995-12-22 2003-02-18 Cambridge Positioning Systems, Ltd. Location and tracking system
GB2311697B (en) * 1996-03-22 1999-07-28 Matsushita Electric Ind Co Ltd Wireless communication system and method and system for detection of position of radio mobile station
US6047192A (en) * 1996-05-13 2000-04-04 Ksi Inc. Robust, efficient, localization system
US6108555A (en) * 1996-05-17 2000-08-22 Ksi, Inc. Enchanced time difference localization system
US6067017A (en) * 1996-08-12 2000-05-23 Harris Corporation Emergency location system and method
US5945948A (en) * 1996-09-03 1999-08-31 Motorola, Inc. Method and apparatus for location finding in a communication system
US7764231B1 (en) 1996-09-09 2010-07-27 Tracbeam Llc Wireless location using multiple mobile station location techniques
US9134398B2 (en) 1996-09-09 2015-09-15 Tracbeam Llc Wireless location using network centric location estimators
US6236365B1 (en) 1996-09-09 2001-05-22 Tracbeam, Llc Location of a mobile station using a plurality of commercial wireless infrastructures
WO1998018018A1 (en) * 1996-10-24 1998-04-30 Northern Telecom Limited Determining direction of a mobile terminal in a cellular communication system
US6438380B1 (en) * 1997-02-28 2002-08-20 Lucent Technologies Inc. System for robust location of a mobile-transmitter
AUPO609897A0 (en) * 1997-04-09 1997-05-01 Commonwealth Scientific And Industrial Research Organisation Vital signs monitoring system
US6868391B1 (en) 1997-04-15 2005-03-15 Telefonaktiebolaget Lm Ericsson (Publ) Tele/datacommunications payment method and apparatus
FR2764074B1 (fr) * 1997-06-03 1999-08-20 Thomson Csf Procede et dispositif de radiogoniometrie cooperative en transmission
FI105597B (fi) * 1997-12-11 2000-09-15 Nokia Networks Oy Paikannusmenetelmä ja paikannusjärjestely
US6697103B1 (en) * 1998-03-19 2004-02-24 Dennis Sunga Fernandez Integrated network for monitoring remote objects
US7548610B2 (en) * 1998-04-14 2009-06-16 Alaven, Inc. Voice-activated geographically based telephone routing system and method
US6324392B1 (en) * 1998-06-08 2001-11-27 Harris Corporation Emergency locator and communicator
US6246884B1 (en) 1998-08-19 2001-06-12 Sigmaone Communications Corporation System and method for measuring and locating a mobile station signal in a wireless communication system
US7769620B1 (en) 1998-09-01 2010-08-03 Dennis Fernandez Adaptive direct transaction for networked client group
US10240935B2 (en) * 1998-10-22 2019-03-26 American Vehicular Sciences Llc Vehicle software upgrade techniques
US7966078B2 (en) 1999-02-01 2011-06-21 Steven Hoffberg Network media appliance system and method
NL1011298C2 (nl) * 1999-02-12 2000-08-15 Amb It Holding Stelsel voor overdracht tussen voortbewegende objecten en vaste stations.
US6424837B1 (en) * 1999-04-19 2002-07-23 Christopher J. Hall Automated testing for cellular telephone system including emergency positioning
GB9912724D0 (en) 1999-06-01 1999-08-04 Cambridge Positioning Sys Ltd Radio positioning system
AU1367101A (en) 1999-09-24 2002-01-08 Dennis J. Dupray Geographically constrained network services
JP4369088B2 (ja) * 1999-10-14 2009-11-18 シーメンス アクチエンゲゼルシヤフト 無線インターフェース付モービル電子装置
US6519449B1 (en) * 1999-10-29 2003-02-11 Nortel Networks Limited Method and apparatus for a signal power control in a wireless communication system
SE9903918L (sv) * 1999-10-29 2001-06-28 Ericsson Telefon Ab L M Sätt att lokalisera flera källor
US6574484B1 (en) 1999-12-02 2003-06-03 Worldcom, Inc. Method for emergency service access using a mobile phone
ATE293255T1 (de) * 2000-02-02 2005-04-15 Nokia Corp Positionierungserfassung
US6906625B1 (en) * 2000-02-24 2005-06-14 Time Domain Corporation System and method for information assimilation and functionality control based on positioning information obtained by impulse radio techniques
FI112433B (fi) * 2000-02-29 2003-11-28 Nokia Corp Sijaintiin sidotut palvelut
US6731940B1 (en) * 2000-04-28 2004-05-04 Trafficmaster Usa, Inc. Methods of using wireless geolocation to customize content and delivery of information to wireless communication devices
US10641861B2 (en) 2000-06-02 2020-05-05 Dennis J. Dupray Services and applications for a communications network
US9875492B2 (en) 2001-05-22 2018-01-23 Dennis J. Dupray Real estate transaction system
US10684350B2 (en) 2000-06-02 2020-06-16 Tracbeam Llc Services and applications for a communications network
US6456234B1 (en) 2000-06-07 2002-09-24 William J. Johnson System and method for proactive content delivery by situation location
US8489669B2 (en) 2000-06-07 2013-07-16 Apple Inc. Mobile data processing system moving interest radius
US8060389B2 (en) 2000-06-07 2011-11-15 Apple Inc. System and method for anonymous location based services
US6366241B2 (en) 2000-06-26 2002-04-02 Trueposition, Inc. Enhanced determination of position-dependent signal characteristics of a wireless transmitter
US6587781B2 (en) * 2000-08-28 2003-07-01 Estimotion, Inc. Method and system for modeling and processing vehicular traffic data and information and applying thereof
US7110774B1 (en) 2000-10-27 2006-09-19 Intel Corporation Dual mode uplink/downlink location measurement and multi-protocol location measurement
US6813475B1 (en) * 2000-11-09 2004-11-02 David G. Worthy Interference attenuating remote audience survey system and method
JP3992452B2 (ja) * 2000-11-09 2007-10-17 日立ソフトウエアエンジニアリング株式会社 変化検出装置、変化検出方法及び該方法に係るプログラムを記憶した記憶媒体並びにシステム
IT1321086B1 (it) 2000-11-24 2003-12-30 Cselt Centro Studi Lab Telecom Sistema e metodo per individuare la posizione di apparecchiaturemobili
JP2002168632A (ja) * 2000-12-05 2002-06-14 Alpine Electronics Inc 受信情報処理装置
US6952158B2 (en) * 2000-12-11 2005-10-04 Kennedy Jr Joseph P Pseudolite positioning system and method
US6845240B2 (en) 2000-12-11 2005-01-18 Grayson Wireless System and method for analog cellular radio geolocation
WO2002048837A2 (en) * 2000-12-15 2002-06-20 Polycom, Inc. System and method for device co-location discrimination
US6385533B1 (en) * 2001-01-03 2002-05-07 Navigation Technologies Corp. Method and system using dynamic profiling in a mobile environment for collecting data for a geographic database
US6920329B2 (en) * 2001-01-16 2005-07-19 Allen Telecom Method and system for applying wireless geolocation technology
US7139252B2 (en) * 2001-01-31 2006-11-21 International Business Machines Corporation System and method for aggregating information to determine users' locations
US6973333B1 (en) * 2001-04-10 2005-12-06 At&T Corp. Modification of portable communications device operation in vehicles
US20030008381A1 (en) * 2001-05-03 2003-01-09 Augenstein Don C. Landfill biofiltration system and methods for removal of gas-phase pollutants and contaminants
US6700535B2 (en) * 2001-06-01 2004-03-02 Texas Instruments Incorporated Location estimation in narrow bandwidth wireless communication systems
JP3961784B2 (ja) * 2001-06-01 2007-08-22 株式会社エヌ・ティ・ティ・ドコモ 測位装置、測位結果修正方法、プログラム及び記録媒体
US6522296B2 (en) 2001-06-25 2003-02-18 Harris Corporation Method and system for calibrating wireless location systems
US6580393B2 (en) 2001-06-25 2003-06-17 Harris Corporation System and method for determining the location of a transmitter using passive reflectors or refractors as proxy receivers and using database querying
US6608593B2 (en) 2001-06-25 2003-08-19 Harris Corporation System and method for determining the location of a transmitter using passive reflectors or refractors as proxy receivers
US6983127B1 (en) * 2001-07-31 2006-01-03 Arraycomm, Inc. Statistical calibration of wireless base stations
JP4860847B2 (ja) * 2001-09-03 2012-01-25 パイオニア株式会社 通信ナビゲーションシステム及び方法、並びにコンピュータプログラム
US8417533B2 (en) * 2001-09-25 2013-04-09 Jeffrey J. Clawson Method and system for the fire response dispatch protocol of an emergency dispatch system
US7436937B2 (en) * 2001-09-26 2008-10-14 Clawson Jeffrey J Method and system for the police response dispatch protocol of an emergency dispatch system
US6871077B2 (en) 2001-10-09 2005-03-22 Grayson Wireless System and method for geolocating a wireless mobile unit from a single base station using repeatable ambiguous measurements
US20030087607A1 (en) * 2001-11-05 2003-05-08 General Motors Corporation Method for wireless modem carrier level control
US20030100990A1 (en) * 2001-11-28 2003-05-29 Clapper Edward O. Using cellular network to estimate traffic flow
US20030112978A1 (en) * 2001-12-17 2003-06-19 Jeffrey Rodman System and method for secured data transmission within a wireless communication system
US6891500B2 (en) * 2002-03-18 2005-05-10 Christopher J. Hall Method and apparatus for geolocating a wireless communications device
JP4093792B2 (ja) * 2002-04-18 2008-06-04 富士通株式会社 移動無線局の位置を決定する測位システム、プログラムおよび位置決定方法
US8494868B2 (en) * 2002-05-07 2013-07-23 Priority Dispatch Corporation Method and system for a seamless interface between an emergency medical dispatch system and a nurse triage system
US8032149B2 (en) 2002-08-29 2011-10-04 Andrew Llc Tasking and reporting method and implementation for wireless appliance location systems
US7519373B2 (en) * 2002-08-29 2009-04-14 Andrew Llc System and method for geo-location of mobile appliances using diverse standard tasking and reporting
AU2003259357B2 (en) * 2002-08-29 2009-08-13 Inrix Uk Limited Apparatus and method for providing traffic information
US6996392B2 (en) * 2002-09-03 2006-02-07 Trueposition, Inc. E911 overlay solution for GSM, for use in a wireless location system
US7050786B2 (en) * 2002-10-30 2006-05-23 Lockheed Martin Corporation Method and apparatus for locating a wireless device
US7050787B2 (en) * 2002-10-30 2006-05-23 Lockheed Martin Corporation Cooperative element location system
US7162252B2 (en) * 2002-12-23 2007-01-09 Andrew Corporation Method and apparatus for supporting multiple wireless carrier mobile station location requirements with a common network overlay location system
JP4035719B2 (ja) * 2003-01-21 2008-01-23 日本電気株式会社 車両盗難防止システム及び方法
EP1445970B1 (en) * 2003-02-05 2009-04-01 Cambridge Positioning Systems Limited A method and system for locating a mobile radio receiver in a radio system with multiple tranmitters
US6859172B2 (en) * 2003-02-17 2005-02-22 Global Business Software Development Technologies, Inc. System and method for locating a mobile phone
US8243876B2 (en) 2003-04-25 2012-08-14 Rapiscan Systems, Inc. X-ray scanners
US9113839B2 (en) 2003-04-25 2015-08-25 Rapiscon Systems, Inc. X-ray inspection system and method
US8223919B2 (en) 2003-04-25 2012-07-17 Rapiscan Systems, Inc. X-ray tomographic inspection systems for the identification of specific target items
US8451974B2 (en) 2003-04-25 2013-05-28 Rapiscan Systems, Inc. X-ray tomographic inspection system for the identification of specific target items
US20050058242A1 (en) 2003-09-15 2005-03-17 Peschmann Kristian R. Methods and systems for the rapid detection of concealed objects
US7949101B2 (en) 2005-12-16 2011-05-24 Rapiscan Systems, Inc. X-ray scanners and X-ray sources therefor
US8837669B2 (en) 2003-04-25 2014-09-16 Rapiscan Systems, Inc. X-ray scanning system
GB0525593D0 (en) 2005-12-16 2006-01-25 Cxr Ltd X-ray tomography inspection systems
US7054739B2 (en) * 2003-05-01 2006-05-30 Honeywell International Inc. Radio navigation system
US7429914B2 (en) * 2003-06-04 2008-09-30 Andrew Corporation System and method for CDMA geolocation
WO2005002124A2 (en) * 2003-06-24 2005-01-06 Andrew Corporation Method for sparse network deployment accuracy enhancements
US6882310B1 (en) * 2003-10-15 2005-04-19 Raytheon Company Direct sampling GPS receiver for anti-interference operations
US20050096842A1 (en) * 2003-11-05 2005-05-05 Eric Tashiro Traffic routing method and apparatus for navigation system to predict travel time and departure time
US20050107934A1 (en) * 2003-11-18 2005-05-19 Caterpillar Inc. Work site tracking system and method
GB0327041D0 (en) * 2003-11-21 2003-12-24 Roke Manor Research Apparatus and methods
US7428450B1 (en) * 2003-12-16 2008-09-23 Garmin International, Inc Method and system for using a database and GPS position data to generate bearing data
US7242947B2 (en) * 2003-12-23 2007-07-10 Motorola, Inc. Method and apparatus for determining the location of a unit using neighbor lists
US7440762B2 (en) * 2003-12-30 2008-10-21 Trueposition, Inc. TDOA/GPS hybrid wireless location system
US7620402B2 (en) * 2004-07-09 2009-11-17 Itis Uk Limited System and method for geographically locating a mobile device
US7205933B1 (en) * 2004-09-10 2007-04-17 Rockwell Collins, Inc. Hostile platform position location utilizing networked communications
JP4369335B2 (ja) * 2004-09-29 2009-11-18 三菱電機株式会社 路側狭域無線通信装置
US7706975B2 (en) * 2004-10-19 2010-04-27 Qualcomm Incorporated Mobile cellular identification database for enhanced GPS performance
US6970110B1 (en) 2005-01-08 2005-11-29 Collins Dennis G Probability centrifuge algorithm with minimum laterally adiabatically-reduced Fisher information calculation
US8370054B2 (en) 2005-03-24 2013-02-05 Google Inc. User location driven identification of service vehicles
US7353034B2 (en) 2005-04-04 2008-04-01 X One, Inc. Location sharing and tracking using mobile phones or other wireless devices
WO2006124907A2 (en) 2005-05-17 2006-11-23 Andrew Corporation Method and apparatus for determining coupled path loss
GB2441930B (en) * 2005-06-03 2009-07-08 Pure Innovation Inc Locator network apparatus and method
US7738884B2 (en) * 2005-06-28 2010-06-15 Microsoft Corporation Positioning service utilizing existing radio base stations
US7519329B2 (en) * 2005-07-01 2009-04-14 Research In Motion Limited Determination of antenna noise temperature for handheld wireless devices
US20070010207A1 (en) * 2005-07-05 2007-01-11 Dooley John A System and method for the ultra-precise analysis and characterization of RF propagation dynamics in wireless communication networks
US7689240B2 (en) * 2005-11-16 2010-03-30 Trueposition, Inc. Transmit-power control for wireless mobile services
US20070113291A1 (en) * 2005-11-17 2007-05-17 Juin-Jia Dai Method for administrating the function access
US7904097B2 (en) * 2005-12-07 2011-03-08 Ekahau Oy Location determination techniques
US7593738B2 (en) * 2005-12-29 2009-09-22 Trueposition, Inc. GPS synchronization for wireless communications stations
US20070155489A1 (en) * 2005-12-30 2007-07-05 Frederic Beckley Device and network enabled geo-fencing for area sensitive gaming enablement
US20090005061A1 (en) * 2005-12-30 2009-01-01 Trueposition, Inc. Location quality of service indicator
US8150421B2 (en) 2005-12-30 2012-04-03 Trueposition, Inc. User plane uplink time difference of arrival (U-TDOA)
US7729482B2 (en) * 2006-02-27 2010-06-01 Cisco Technology, Inc. Method and system for providing communication protocol interoperability
US8000702B2 (en) 2006-05-16 2011-08-16 Andrew, Llc Optimizing location services performance by combining user plane and control plane architectures
US8000701B2 (en) 2006-05-16 2011-08-16 Andrew, Llc Correlation mechanism to communicate in a dual-plane architecture
US8019339B2 (en) 2006-05-16 2011-09-13 Andrew Llc Using serving area identification in a mixed access network environment
US8364164B2 (en) * 2006-08-11 2013-01-29 Csr Technology Inc. Cell ID based positioning from cell intersections
US9031576B2 (en) * 2006-08-23 2015-05-12 Telefonaktiebolaget L M Ericsson (Publ) Collective positioning in mobile communication systems
EP2070053A2 (en) * 2006-09-12 2009-06-17 Itis Holdings PLC Apparatus and method for implementing a road pricing scheme
EP2118810B1 (en) 2007-02-05 2012-08-15 Andrew Corporation System and method for optimizing location estimate of mobile unit
US8005050B2 (en) 2007-03-23 2011-08-23 Lgc Wireless, Inc. Localization of a mobile device in distributed antenna communications system
US8331953B2 (en) * 2007-05-01 2012-12-11 Andrew Llc System and method for estimating the location of a mobile device
US20080285505A1 (en) * 2007-05-15 2008-11-20 Andrew Corporation System and method for network timing recovery in communications networks
US7933610B2 (en) * 2007-05-21 2011-04-26 Andrew Llc Method and apparatus to select an optimum site and/or sector to provide geo-location data
US7645234B2 (en) 2007-06-13 2010-01-12 Clawson Jeffrey J Diagnostic and intervention tools for emergency medical dispatch
US8066638B2 (en) 2007-06-13 2011-11-29 Clawson Jeffrey J Diagnostic and intervention tools for emergency medical dispatch
US8175802B2 (en) 2007-06-28 2012-05-08 Apple Inc. Adaptive route guidance based on preferences
US9066199B2 (en) 2007-06-28 2015-06-23 Apple Inc. Location-aware mobile device
US8108144B2 (en) 2007-06-28 2012-01-31 Apple Inc. Location based tracking
US9109904B2 (en) 2007-06-28 2015-08-18 Apple Inc. Integration of map services and user applications in a mobile device
US8204684B2 (en) 2007-06-28 2012-06-19 Apple Inc. Adaptive mobile device navigation
US8762056B2 (en) 2007-06-28 2014-06-24 Apple Inc. Route reference
US8311526B2 (en) 2007-06-28 2012-11-13 Apple Inc. Location-based categorical information services
US8385946B2 (en) 2007-06-28 2013-02-26 Apple Inc. Disfavored route progressions or locations
US8332402B2 (en) 2007-06-28 2012-12-11 Apple Inc. Location based media items
US8774825B2 (en) 2007-06-28 2014-07-08 Apple Inc. Integration of map services with user applications in a mobile device
US8290513B2 (en) 2007-06-28 2012-10-16 Apple Inc. Location-based services
US8275352B2 (en) 2007-06-28 2012-09-25 Apple Inc. Location-based emergency information
US10007675B2 (en) * 2007-07-31 2018-06-26 Robert Bosch Gmbh Method of improving database integrity for driver assistance applications
US8977294B2 (en) 2007-10-10 2015-03-10 Apple Inc. Securely locating a device
US8170585B2 (en) * 2007-11-14 2012-05-01 Andrew, Llc Ranging in UMTS networks
US8447319B2 (en) 2007-11-15 2013-05-21 Andrew Llc System and method for locating UMTS user equipment using measurement reports
US7800530B2 (en) * 2007-12-07 2010-09-21 Andrew, Llc Method and system for providing assistance data for A-GPS location of handsets in wireless networks
US8355862B2 (en) 2008-01-06 2013-01-15 Apple Inc. Graphical user interface for presenting location information
US20090247186A1 (en) * 2008-03-28 2009-10-01 University Of South Carolina Dynamic Localization Using Geographical Information Systems
US8213955B2 (en) 2008-05-01 2012-07-03 Andrew, Llc Network measurement report caching for location of mobile devices
US9250092B2 (en) 2008-05-12 2016-02-02 Apple Inc. Map service with network-based query for search
US8644843B2 (en) 2008-05-16 2014-02-04 Apple Inc. Location determination
US20090312036A1 (en) 2008-06-16 2009-12-17 Skyhook Wireless, Inc. Methods and systems for improving the accuracy of expected error estimation in location determinations using a hybrid cellular and wlan positioning system
US8369867B2 (en) 2008-06-30 2013-02-05 Apple Inc. Location sharing
US8917209B2 (en) 2009-09-10 2014-12-23 Nextnav, Llc Coding in a wide area positioning system (WAPS)
US9057606B2 (en) 2009-09-10 2015-06-16 Nextnav, Llc Wide area positioning system
US9035829B2 (en) 2008-09-10 2015-05-19 Nextnav, Llc Wide area positioning systems and methods
US8130141B2 (en) 2008-09-10 2012-03-06 Commlabs, Inc. Wide area positioning system
US8359643B2 (en) 2008-09-18 2013-01-22 Apple Inc. Group formation using anonymous broadcast information
US8073463B2 (en) 2008-10-06 2011-12-06 Andrew, Llc System and method of UMTS UE location using uplink dedicated physical control channel and downlink synchronization channel
US8762519B2 (en) 2008-10-28 2014-06-24 Andrew Llc System and method for providing location services for multiple access networks from a single location server
US8260320B2 (en) 2008-11-13 2012-09-04 Apple Inc. Location specific content
US8125377B2 (en) * 2008-11-17 2012-02-28 Andrew Llc System and method for determining the location of a mobile device
US8035557B2 (en) * 2008-11-24 2011-10-11 Andrew, Llc System and method for server side detection of falsified satellite measurements
US7940213B2 (en) * 2008-11-24 2011-05-10 Andrew, Llc System and method for determining falsified satellite measurements
US7800533B2 (en) * 2008-11-24 2010-09-21 Andrew, Llc System and method for determining falsified geographic location of a mobile device
US8380222B2 (en) 2008-11-26 2013-02-19 Andrew Llc System and method for multiple range estimation location
US8249622B2 (en) * 2008-11-26 2012-08-21 Andrew, Llc System and method for multiple range estimation location
US8160609B2 (en) 2008-11-26 2012-04-17 Andrew Llc System and method for multiple range estimation location
US7956803B2 (en) 2008-12-01 2011-06-07 Andrew, Llc System and method for protecting against spoofed A-GNSS measurement data
US7916071B2 (en) * 2008-12-23 2011-03-29 Andrew, Llc System and method for determining a reference location of a mobile device
GB0901588D0 (en) 2009-02-02 2009-03-11 Itis Holdings Plc Apparatus and methods for providing journey information
US7986266B2 (en) 2009-03-13 2011-07-26 Andrew, Llc Method and system for selecting optimal satellites in view
US20100234022A1 (en) * 2009-03-16 2010-09-16 Andrew Llc System and method for supl roaming in wimax networks
US8239483B2 (en) 2009-03-16 2012-08-07 Andrew, Llc System and method for generic application of location determination for network attached devices
US8301160B2 (en) * 2009-03-16 2012-10-30 Andrew Llc System and method for SUPL roaming using a held client
US8462769B2 (en) 2009-03-26 2013-06-11 Andrew Llc System and method for managing created location contexts in a location server
US8391884B2 (en) 2009-03-26 2013-03-05 Andrew Llc System and method for managing created location contexts in a location server
US8971501B2 (en) 2009-04-13 2015-03-03 Priority Dispatch Corporation Methods and systems to identify code hierarchy bias in medical priority dispatch systems
US8660530B2 (en) 2009-05-01 2014-02-25 Apple Inc. Remotely receiving and communicating commands to a mobile device for execution by the mobile device
US8666367B2 (en) 2009-05-01 2014-03-04 Apple Inc. Remotely locating and commanding a mobile device
US8670748B2 (en) 2009-05-01 2014-03-11 Apple Inc. Remotely locating and commanding a mobile device
US8467805B2 (en) * 2009-05-08 2013-06-18 Andrew Llc System and method for determining a reference location using cell table data mining
US9310323B2 (en) 2009-05-16 2016-04-12 Rapiscan Systems, Inc. Systems and methods for high-Z threat alarm resolution
US8290510B2 (en) 2009-06-11 2012-10-16 Andrew Llc System and method for SUPL held interworking
EP2462461A1 (en) 2009-08-05 2012-06-13 Andrew LLC System and method for hybrid location in an lte network
US9291712B2 (en) 2009-09-10 2016-03-22 Nextnav, Llc Cell organization and transmission schemes in a wide area positioning system (WAPS)
US9372266B2 (en) 2009-09-10 2016-06-21 Nextnav, Llc Cell organization and transmission schemes in a wide area positioning system (WAPS)
US8355483B2 (en) 2009-09-11 2013-01-15 Clawson Jeffrey J Stroke diagnostic and intervention tool for emergency dispatch
US8335298B2 (en) 2009-09-14 2012-12-18 Clawson Jeffrey J Pandemic diagnostic and intervention tool for emergency dispatch
US8340683B2 (en) 2009-09-21 2012-12-25 Andrew, Llc System and method for a high throughput GSM location solution
US8217832B2 (en) 2009-09-23 2012-07-10 Andrew, Llc Enhancing location accuracy using multiple satellite measurements based on environment
US8289210B2 (en) * 2009-10-15 2012-10-16 Andrew Llc Location measurement acquisition adaptive optimization
US8188920B2 (en) * 2009-10-15 2012-05-29 Andrew, Llc Location measurement acquisition optimization with Monte Carlo simulation
US8949881B2 (en) * 2009-11-25 2015-02-03 Olivier Koemmerling Card sharing countermeasures
US8849254B2 (en) 2009-12-18 2014-09-30 Trueposition, Inc. Location intelligence management system
US8224348B2 (en) * 2009-12-18 2012-07-17 Trueposition, Inc. Location intelligence management system
US9386421B2 (en) 2009-12-18 2016-07-05 Trueposition, Inc. Location intelligence management system for border security
US9331798B2 (en) 2010-01-08 2016-05-03 Commscope Technologies Llc System and method for mobile location by proximity detection
US8294570B2 (en) 2010-02-24 2012-10-23 Clawson Jeffrey J Burn diagnostic and intervention tool for emergency dispatch
US8718673B2 (en) 2010-05-21 2014-05-06 Maple Acquisition Llc System and method for location assurance of a mobile device
US8526391B2 (en) 2010-07-23 2013-09-03 Trueposition, Inc. Network based location of mobile transmitters
US8849926B2 (en) 2010-08-06 2014-09-30 Simon Fraser University System and method for self-calibrating, self-organizing and localizing sensors in wireless sensor networks
US9538493B2 (en) 2010-08-23 2017-01-03 Finetrak, Llc Locating a mobile station and applications therefor
US8582866B2 (en) 2011-02-10 2013-11-12 Edge 3 Technologies, Inc. Method and apparatus for disparity computation in stereo images
US8958754B2 (en) 2010-09-29 2015-02-17 Andrew, Llc System and method for sub-coherent integration for geo-location using weak or intermittent signals
US8606293B2 (en) * 2010-10-05 2013-12-10 Qualcomm Incorporated Mobile device location estimation using environmental information
US8483725B2 (en) 2010-12-03 2013-07-09 Qualcomm Incorporated Method and apparatus for determining location of mobile device
US8489122B2 (en) 2010-12-09 2013-07-16 Andrew Llc System and method for total flight time ratio pattern matching
CA2819020C (en) 2011-01-19 2018-07-17 Jeffrey J. Clawson Meningitis diagnostic and intervention tool for emergency dispatch
US8396191B2 (en) 2011-02-11 2013-03-12 Jeffrey J. Clawson Anti-social protocol for emergency dispatch
US8670526B2 (en) 2011-02-11 2014-03-11 Jeffrey J. Clawson Hate crime diagnostic and intervention tool for emergency dispatch
WO2012112555A1 (en) 2011-02-14 2012-08-23 Andrew Llc Method for mobile location by dynamic clustering
US9143571B2 (en) 2011-03-04 2015-09-22 Qualcomm Incorporated Method and apparatus for identifying mobile devices in similar sound environment
DE102011017474A1 (de) * 2011-04-18 2012-10-18 Continental Automotive Gmbh Verfahren zur Kanalschätzung für die Drahtloskommunikation
US9715001B2 (en) 2011-06-13 2017-07-25 Commscope Technologies Llc Mobile location in a remote radio head environment
US9176217B2 (en) 2011-08-02 2015-11-03 Nextnav, Llc Cell organization and transmission schemes in a wide area positioning system (WAPS)
US8568240B1 (en) * 2011-08-17 2013-10-29 Roy Neves System and method for conducting endurance sporting contest and competition with intermediate event-based stages
US20130074181A1 (en) * 2011-09-19 2013-03-21 Cisco Technology, Inc. Auto Migration of Services Within a Virtual Data Center
US9423508B2 (en) 2012-01-12 2016-08-23 Commscope Technologies Llc Autonomous Transmit Chain Delay Measurements
US8897813B2 (en) 2012-02-03 2014-11-25 Andrew Llc LTE user equipment positioning system and method
US8849229B2 (en) 2012-06-01 2014-09-30 Wisconsin Alumni Research Foundation Electrically small, super directive antennas
AU2013271771B2 (en) 2012-06-05 2016-07-28 Nextnav, Llc Systems and methods for location positioning of user device
US8737452B2 (en) 2012-06-19 2014-05-27 Trueposition, Inc. Identification and isolation of radio signals for a wireless location system
US8712020B2 (en) 2012-09-06 2014-04-29 Jeffrey J. Clawson Pandemic protocol for emergency dispatch
US9286490B2 (en) 2013-09-10 2016-03-15 Nextnav, Llc Systems and methods for providing conditional access to transmitted information
US9390279B2 (en) 2012-09-11 2016-07-12 Nextnav, Llc Systems and methods for providing conditional access to transmitted information
CN102881157A (zh) * 2012-10-09 2013-01-16 北京易华录信息技术股份有限公司 基于移动终端显示的个性化交通诱导方法和系统
CN103092080B (zh) * 2012-12-12 2015-01-07 北京交控科技有限公司 一种cbtc无线信号仿真系统及其仿真方法
GB2523520B (en) 2013-01-07 2018-05-23 Rapiscan Systems Inc X-ray scanner with partial energy discriminating detector array
US8873719B2 (en) 2013-01-31 2014-10-28 Jeffrey J. Clawson Active assailant protocol for emergency dispatch
AU2014212257B2 (en) 2013-01-31 2017-06-29 Jeffrey J. Clawson System and method for text messaging for emergency response
DE102013217869A1 (de) * 2013-09-06 2015-03-12 Continental Teves Ag & Co. Ohg Verfahren und Kommunikationsvorrichtung zur Validierung eines Dateninhalts eines drahtlos empfangenen Kommunikationssignals sowie Verwendung der Kommunikationsvorrichtung
US9518822B2 (en) * 2013-09-24 2016-12-13 Trimble Navigation Limited Surveying and target tracking by a network of survey devices
US9191912B2 (en) 2013-09-26 2015-11-17 Adc Telecommunications, Inc. Systems and methods for location determination
US9557427B2 (en) 2014-01-08 2017-01-31 Rapiscan Systems, Inc. Thin gap chamber neutron detectors
WO2016054773A1 (zh) * 2014-10-08 2016-04-14 华为技术有限公司 目标设备的定位方法和移动终端
JP6646684B2 (ja) 2015-01-05 2020-02-14 ロケイターエックス, インコーポレイテッドLocatorX, Inc. グローバルリソースロケータ
US9516166B1 (en) 2015-05-28 2016-12-06 Jeffrey J. Clawson Chemical suicide protocol for emergency response
US10215835B1 (en) * 2015-08-26 2019-02-26 L-3 Communications Services, Inc. Estimating location of source of signal of interest
US10345479B2 (en) 2015-09-16 2019-07-09 Rapiscan Systems, Inc. Portable X-ray scanner
US10657614B2 (en) 2015-12-23 2020-05-19 Jeffrey J. Clawson Locator diagnostic system for emergency dispatch
US9877171B2 (en) 2016-04-08 2018-01-23 Jeffrey J. Clawson Picture/video messaging protocol for emergency response
DE102017208061A1 (de) 2017-05-12 2018-11-15 Siemens Aktiengesellschaft Hochgenaue Positionsbestimmung für Fahrzeuge
BR112020021396A2 (pt) 2018-04-19 2021-01-26 Jeffrey Clawson sistema e método para protocolo de despacho expresso
US11937160B2 (en) 2021-04-23 2024-03-19 Priority Dispatch Corporation System and method for emergency dispatch
US11910471B2 (en) 2021-04-23 2024-02-20 Priority Dispatch Corp. System and method for emergency dispatch

Family Cites Families (23)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4728959A (en) * 1986-08-08 1988-03-01 Ventana Sciences Inc. Direction finding localization system
US4742357A (en) * 1986-09-17 1988-05-03 Rackley Ernie C Stolen object location system
US5264857A (en) * 1987-10-08 1993-11-23 Baghdady Elie J Method and apparatus for signal modulation and detection
US5003317A (en) * 1989-07-11 1991-03-26 Mets, Inc. Stolen vehicle recovery system
US5119104A (en) * 1990-05-04 1992-06-02 Heller Alan C Location system adapted for use in multipath environments
US5045860A (en) * 1990-06-27 1991-09-03 R & D Associates Method and arrangement for probabilistic determination of a target location
US5056106A (en) * 1990-08-02 1991-10-08 Wang James J Golf course ranging and direction-finding system using spread-spectrum radiolocation techniques
US5293642A (en) * 1990-12-19 1994-03-08 Northern Telecom Limited Method of locating a mobile station
US5225809A (en) * 1990-12-24 1993-07-06 Mayday U.S.A. Inc. Personal security system and apparatus therefor
US5163004A (en) * 1991-01-11 1992-11-10 Cartesian Devices Position tracking system
US5155689A (en) * 1991-01-17 1992-10-13 By-Word Technologies, Inc. Vehicle locating and communicating method and apparatus
US5166694A (en) * 1991-08-20 1992-11-24 Hughes Aircraft Company Vehicle location system having enhanced position location processing
US5311195A (en) * 1991-08-30 1994-05-10 Etak, Inc. Combined relative and absolute positioning method and apparatus
JPH06121010A (ja) * 1992-01-06 1994-04-28 Nec Corp コードレス電話機
US5218367A (en) * 1992-06-01 1993-06-08 Trackmobile Vehicle tracking system
US5428546A (en) * 1992-10-16 1995-06-27 Mobile Information Systems Method and apparatus for tracking vehicle location
US5319374A (en) * 1993-02-02 1994-06-07 Trimble Navigation Limited Precise universal time for vehicles
US5465289A (en) * 1993-03-05 1995-11-07 E-Systems, Inc. Cellular based traffic sensor system
US5317323A (en) * 1993-03-05 1994-05-31 E-Systems, Inc. Passive high accuracy geolocation system and method
DE4321418A1 (de) * 1993-06-26 1995-01-05 Deutsche Aerospace Verfahren zur Ortung von Mobilstationen in einem zellular aufgebauten Mobilfunknetz sowie Mobilfunknetz zur Durchführung des Verfahrens
US5959580A (en) * 1994-11-03 1999-09-28 Ksi Inc. Communications localization system
US5844522A (en) * 1995-10-13 1998-12-01 Trackmobile, Inc. Mobile telephone location system and method
US6108555A (en) * 1996-05-17 2000-08-22 Ksi, Inc. Enchanced time difference localization system

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1130940C (zh) * 1998-03-05 2003-12-10 松下电器产业株式会社 距离检测方法及其装置
CN102449496A (zh) * 2009-05-27 2012-05-09 诺基亚公司 定向
CN102449496B (zh) * 2009-05-27 2015-05-13 诺基亚公司 定向
US9157981B2 (en) 2009-05-27 2015-10-13 Nokia Technologies Oy Orientation

Also Published As

Publication number Publication date
US6127975A (en) 2000-10-03
EP0789847A1 (en) 1997-08-20
MX9703201A (es) 1997-10-31
CA2204125A1 (en) 1996-05-17
US6288675B1 (en) 2001-09-11
NZ297190A (en) 1999-10-28
EP0789847B1 (en) 2003-03-05
DE69529835D1 (de) 2003-04-10
ATE233906T1 (de) 2003-03-15
AU4199596A (en) 1996-05-31
JP3691517B2 (ja) 2005-09-07
CN1102235C (zh) 2003-02-26
AU704149B2 (en) 1999-04-15
JPH10509515A (ja) 1998-09-14
US5959580A (en) 1999-09-28
DE69529835T2 (de) 2003-11-13
CA2204125C (en) 2006-10-17
US6288676B1 (en) 2001-09-11
WO1996014588A1 (en) 1996-05-17

Similar Documents

Publication Publication Date Title
CN1174610A (zh) 通讯定位系统
US6108555A (en) Enchanced time difference localization system
US8682354B2 (en) Method and apparatus for positioning mobile terminal's location
US6400690B1 (en) Dual map system for navigation and wireless communication
Ygnace et al. Travel time estimation on the san francisco bay area network using cellular phones as probes
US7499949B2 (en) Method and system for obtaining recurring delay data using navigation systems
US20070213074A1 (en) Interface for wireless location information
US20110238292A1 (en) Method of operating a navigation system
CN201600789U (zh) 基于卫星定位的智能交通防碰撞系统
KR102131012B1 (ko) 차량용 최적 경로 안내 시스템, 및 차량용 최적 경로 안내 시스템을 위한 경로 계산 서버
CN1152262C (zh) 定位移动无线通信收发机的系统及其方法
Brinkhoff Requirements of traffic telematics to spatial databases
CN1342959A (zh) 结合无线通讯系统的较佳路径搜寻系统与方法
CN1153178C (zh) 结合传呼系统的较佳路径搜寻系统与方法
McGeough Wireless Location Positioning From Existing Signal Level Data
Salcic GSM mobile station location using reference stations and artificial neural networks
Malusi et al. A mobile transport scheduling and coordination system for marginalized rural areas
CA2316170C (en) Communications localization system
Jonsson et al. Estimated accuracy of location in mobile networks using E-OTD
JP3461762B2 (ja) 位置参照システム
Hansen et al. Application of automatic vehicle location in law enforcement: An introductory planning guide
Chiang Applying wireless location technologies to ITS
Zhao et al. Application of Locating Technology in the Highway Emergency Response System
Inrets et al. Travel Time Estimation on the San Francisco Bay Area Network Using Cellular Phones as Probes
Ygnace et al. Travel Time Estimation on the San Francisco Bay Area Network Using Cellular Phones as

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
C53 Correction of patent of invention or patent application
CB02 Change of applicant information

Applicant after: Kesy Inc.

Applicant before: Muloc Inc.

COR Change of bibliographic data

Free format text: CORRECT: APPLICANT; FROM: MULOC INC. TO: KES CO., LTD.

C14 Grant of patent or utility model
GR01 Patent grant
REG Reference to a national code

Ref country code: HK

Ref legal event code: WD

Ref document number: 1008794

Country of ref document: HK

CX01 Expiry of patent term

Granted publication date: 20030226

EXPY Termination of patent right or utility model