Resource Allocation in Heterogeneously-Distributed Joint Radar-Communications Under Asynchronous Bayesian Tracking Framework

Wu, Linlong; Mishra, Kumar Vijay; MYSORE RAMA RAO, Bhavani Shankar; OTTERSTEN, Björn; OTTERSTEN, Björn

doi:10.1109/JSAC.2022.3157371

Article (Scientific journals)

Resource Allocation in Heterogeneously-Distributed Joint Radar-Communications Under Asynchronous Bayesian Tracking Framework

Wu, Linlong; Mishra, Kumar Vijay; MYSORE RAMA RAO, Bhavani Shankar et al.

2022 • In IEEE Journal on Selected Areas In Communications, 40 (7), p. 2026 - 2042

Peer Reviewed verified by ORBi

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https://hdl.handle.net/10993/53389

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10.1109/JSAC.2022.3157371

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Abstract :

[en] Optimal allocation of shared resources is key to deliver the promise of jointly operating radar and communications systems. In this paper, unlike prior works which examine synergistic access to resources in colocated joint radar-communications or among identical systems, we investigate this problem for a distributed system comprising heterogeneous radars and multi-tier communications. In particular, we focus on resource allocation in the context of multi-target tracking (MTT) while maintaining stable communications connections. By simultaneously allocating the available power, dwell time and shared bandwidth, we improve the MTT performance under a Bayesian tracking framework and guarantee the communications throughput. Our a lter n ating allo c ation of h eterogene o us r esources (ANCHOR) approach solves the resulting non-convex problem based on the alternating optimization method that monotonically improves the Bayesian Cramér-Rao bound. Numerical experiments demonstrate that ANCHOR significantly improves the tracking error over two baseline allocations and stability under different target scenarios and radar-communications network distributions.

Disciplines :

Computer science

Author, co-author :

Wu, Linlong

Mishra, Kumar Vijay

MYSORE RAMA RAO, Bhavani Shankar ; University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > SPARC

OTTERSTEN, Björn ; University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT)

External co-authors :

yes

Language :

English

Title :

Resource Allocation in Heterogeneously-Distributed Joint Radar-Communications Under Asynchronous Bayesian Tracking Framework

Publication date :

July 2022

Journal title :

IEEE Journal on Selected Areas In Communications

ISSN :

0733-8716

Publisher :

IEEE

Volume :

Issue :

Pages :

2026 - 2042

Peer reviewed :

Peer Reviewed verified by ORBi

Focus Area :

Security, Reliability and Trust

Available on ORBilu :

since 27 December 2022

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