Multi-Target Signal Estimation with Sensor Networks under Imperfect CSI

Konferenz: WSA 2019 - 23rd International ITG Workshop on Smart Antennas
24.04.2019 - 26.04.2019 in Vienna, Austria

Tagungsband: ITG-Fb. 286: WSA 2019

Seiten: 6Sprache: EnglischTyp: PDF

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Radhakrishnan, Vimal; Zandi, Ehsan; Taghizadeh, Omid; Mathar, Rudolf (Institute for Theoretical Information Technology, RWTH Aachen University, Germany)

This paper solves the problem of multi-target signal estimation with the aid of sensor networks, given the condition that the channel state information is imperfect. First, an unbiased estimator is proposed. Subsequently, the variance of the estimation error is minimized by optimal data the fusion at fusion center. Moreover, the power allocation to different sensors is optimized, in order to extend the lifespan of the network. The incentive to do so is that, we assume that the sensors are battery operated. This makes the optimal power allocation crucial for a prolonged lifespan.