Hybrid Particle Filter Based Dynamic Compressed Sensing for Signal-Level Multitarget Tracking

We propose a novel algorithm, state propagation based dynamic compressed sensing (SP-DCS), that uses a target dynamic model in dynamic compressed sensing (DCS) to track a fixed number of targets. To track a time-varying number of targets using raw measurements from a Doppler radar, we also propose a...

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Bibliographic Details
Main Authors: Jing Liu, Xiaoyu Jiang, Xiaoqing Tian, Mahendra Mallick, Kaiyu Huang, Chaoqun Ma
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8962055/