DocumentCode
2374582
Title
Blind null-space learning for spatial coexistence in MIMO cognitive radios
Author
Noam, Yair ; Goldsmith, Andrea J.
Author_Institution
Dept. of Electr. Eng., Stanford Univ., Stanford, CA, USA
fYear
2012
fDate
10-15 June 2012
Firstpage
1726
Lastpage
1731
Abstract
This paper proposes a blind technique for MIMO cognitive radio Secondary Users (SU) to transmit in the same band simultaneously with a Primary User (PU) under a maximum interference constraint. In the proposed technique, the SU is able to meet the interference constraint of the PU without explicitly estimating the interference channel matrix to the PU and without burdening the PU with any interaction with the SU. The only condition required of the PU is that for a short time interval it uses a power control scheme such that its transmitted power is a monotonic function of the interference inflicted by the SU. During this time interval, the SU iteratively modifies the spatial orientation of its transmitted signal and measures the effect of this modification on the PU´s total transmit power. The entire process is based on energy measurements which is very desirable from an implementation point of view. The scheme can also be used as a multiple access technique in networks where users have equal priority, however, active users are protected from interference by new users.
Keywords
MIMO communication; cognitive radio; iterative methods; learning (artificial intelligence); multi-access systems; power control; radiofrequency interference; telecommunication computing; MIMO cognitive radio secondary users; PU total transmit power; blind null-space learning technique; energy measurements; interference channel matrix; maximum interference constraint; multiple access technique; power control scheme; primary user; spatial coexistence; transmitted signal; Convergence; Interference constraints; Jacobian matrices; MIMO; Null space; Optimization;
fLanguage
English
Publisher
ieee
Conference_Titel
Communications (ICC), 2012 IEEE International Conference on
Conference_Location
Ottawa, ON
ISSN
1550-3607
Print_ISBN
978-1-4577-2052-9
Electronic_ISBN
1550-3607
Type
conf
DOI
10.1109/ICC.2012.6364229
Filename
6364229
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