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Data Association and Localization of Multiple Radio Sources Using DOA and Received Signal Power by a Single Moving Passive Sensor
Takeshi AMISHIMA Toshio WAKAYAMA
IEICE TRANSACTIONS on Communications
Publication Date: 2018/05/01
Online ISSN: 1745-1345
Type of Manuscript: PAPER
direction-of-arrival (DOA), received signal strength indicator (RSSI), localization, association,
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Our goal is to use a single passive moving sensor to determine the locations of multiple radio stations. The conventional method uses only direction-of-arrival (DOA) measurements, and its performance is poor when emitters are located closely in the lateral direction, even if they are not close in the range direction, or in the far field from the moving sensor, resulting in similar DOAs for several emitters. This paper proposes a new method that uses the power of the received signals as well as DOA. The received signal power is a function of the inverse of the squared distance between an emitter and the moving sensor. This has the advantage of providing additional information in the range direction; therefore, it can be used for data association as additional information when emitter ranges are different from each other. Simulations showed that the success rate of the conventional method is 73%, whereas that of the proposed method is 97%, an overall 24-percentage-point improvement. The localization error of the proposed method is also reduced to half that of the conventional method. We further investigated its performance with different emitter and sensor configurations. In all cases, the proposed method proved superior to the conventional method.