Design and Analysis of FD MIMO Cellular Systems in Coexistence With MIMO Radar

Spectrum sharing and full duplexing are two promising technologies for alleviating the severe spectrum crunch that has threatened to blight the progress of future wireless communication systems. In this paper, we consider a two tier coexistence framework involving a collocated multiple-input-multipl...

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Vydáno v:IEEE transactions on wireless communications Ročník 19; číslo 7; s. 4727 - 4743
Hlavní autoři: Biswas, Sudip, Singh, Keshav, Taghizadeh, Omid, Ratnarajah, Tharmalingam
Médium: Journal Article
Jazyk:angličtina
Vydáno: New York IEEE 01.07.2020
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:
Algorithms
Blight
cellular system
convex optimization
full-duplex (FD)
Hardware
Indexes
Interference
Likelihood ratio
MIMO (control systems)
MIMO communication
MIMO radar
Multiple-input-multiple-output (MIMO)
precoder design
Quality of service
Radar
Radar equipment
spectrum sharing
Statistical tests
Target detection
Waveforms
Wireless communication
Wireless communication systems
Wireless communications
ISSN:1536-1276, 1558-2248
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Abstract Spectrum sharing and full duplexing are two promising technologies for alleviating the severe spectrum crunch that has threatened to blight the progress of future wireless communication systems. In this paper, we consider a two tier coexistence framework involving a collocated multiple-input-multiple-output (MIMO) radar system (RS) and a full-duplex MIMO cellular system (CS). Considering imperfect channel state information and hardware impairments at the CS, we focus on a spectrum sharing environment to improve the quality of service (QoS) for cellular users by designing <inline-formula> <tex-math notation="LaTeX">i) </tex-math></inline-formula> precoders at CS via the minimization of sum mean-squared-errors, subject to the constraints of transmit powers of the CS and probability of detection (PoD) of the RS, and <inline-formula> <tex-math notation="LaTeX">ii) </tex-math></inline-formula> precoders at the RS to mitigate the interference from RS towards CS. While the monotonically increasing relationship between PoD and its non-centrality parameter is exploited to resolve the PoD in terms of interference threshold towards the RS, a generalized likelihood ratio test for target detection is used to derive detector statistics of the precoded radar waveforms. Numerical results demonstrate the feasibility of the proposed spectrum sharing algorithms, albeit with certain tradeoffs in RS transmit power, PoD and QoS of cellular users.
AbstractList Spectrum sharing and full duplexing are two promising technologies for alleviating the severe spectrum crunch that has threatened to blight the progress of future wireless communication systems. In this paper, we consider a two tier coexistence framework involving a collocated multiple-input-multiple-output (MIMO) radar system (RS) and a full-duplex MIMO cellular system (CS). Considering imperfect channel state information and hardware impairments at the CS, we focus on a spectrum sharing environment to improve the quality of service (QoS) for cellular users by designing [Formula Omitted] precoders at CS via the minimization of sum mean-squared-errors, subject to the constraints of transmit powers of the CS and probability of detection (PoD) of the RS, and [Formula Omitted] precoders at the RS to mitigate the interference from RS towards CS. While the monotonically increasing relationship between PoD and its non-centrality parameter is exploited to resolve the PoD in terms of interference threshold towards the RS, a generalized likelihood ratio test for target detection is used to derive detector statistics of the precoded radar waveforms. Numerical results demonstrate the feasibility of the proposed spectrum sharing algorithms, albeit with certain tradeoffs in RS transmit power, PoD and QoS of cellular users.
Spectrum sharing and full duplexing are two promising technologies for alleviating the severe spectrum crunch that has threatened to blight the progress of future wireless communication systems. In this paper, we consider a two tier coexistence framework involving a collocated multiple-input-multiple-output (MIMO) radar system (RS) and a full-duplex MIMO cellular system (CS). Considering imperfect channel state information and hardware impairments at the CS, we focus on a spectrum sharing environment to improve the quality of service (QoS) for cellular users by designing <inline-formula> <tex-math notation="LaTeX">i) </tex-math></inline-formula> precoders at CS via the minimization of sum mean-squared-errors, subject to the constraints of transmit powers of the CS and probability of detection (PoD) of the RS, and <inline-formula> <tex-math notation="LaTeX">ii) </tex-math></inline-formula> precoders at the RS to mitigate the interference from RS towards CS. While the monotonically increasing relationship between PoD and its non-centrality parameter is exploited to resolve the PoD in terms of interference threshold towards the RS, a generalized likelihood ratio test for target detection is used to derive detector statistics of the precoded radar waveforms. Numerical results demonstrate the feasibility of the proposed spectrum sharing algorithms, albeit with certain tradeoffs in RS transmit power, PoD and QoS of cellular users.
Author Singh, Keshav
Taghizadeh, Omid
Biswas, Sudip
Ratnarajah, Tharmalingam
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SubjectTerms Algorithms
Blight
cellular system
convex optimization
full-duplex (FD)
Hardware
Indexes
Interference
Likelihood ratio
MIMO (control systems)
MIMO communication
MIMO radar
Multiple-input-multiple-output (MIMO)
precoder design
Quality of service
Radar
Radar equipment
spectrum sharing
Statistical tests
Target detection
Waveforms
Wireless communication
Wireless communication systems
Wireless communications
Title Design and Analysis of FD MIMO Cellular Systems in Coexistence With MIMO Radar
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