Title :
Power allocation for MIMO-OFDM based CR with spatial constraints and CSI uncertainty
Author :
Pratibha ; Jagannatham, Aditya K.
Author_Institution :
Dept. of Electr. Eng., Indian Inst. of Technol. Kanpur, Kanpur, India
Abstract :
This paper presents optimal power allocation strategies for a MIMO (Multiple Input Multiple Output) OFDM (Orthogonal Frequency Division Multiplexing) based cognitive radio (CR) system. The proposed power allocation schemes maximize the downlink transmission rate of the CR users under spatial interference constraints, considering both the availability and absence of the primary user (PU) Channel State Information (CSI). It is demonstrated that the isotropic interference minimization in the absence of PU CSI can be formulated as a semi-definite program (SDP) while it reduces to linear interference constraints based CR user sum-rate maximization in the presence of PU CSI. Closed form power allocation expressions are derived for the above scenarios under a sum-trace interference relaxation. Further, we also consider the MIMO-OFDM rate maximization with CSI uncertainty and formulate separate optimal power allocation schemes for the stochastic and worst case scenarios. Simulation results presented validate the performance of the proposed schemes.
Keywords :
MIMO communication; OFDM modulation; channel allocation; mathematical programming; radiofrequency interference; MIMO-OFDM system; channel state information uncertainty; cognitive radio system; downlink transmission rate; linear interference constraints; multiple input multiple output communication; optimal power allocation strategies; orthogonal frequency division multiplexing; primary user channel state information; semidefinite program; spatial constraints; spatial interference constraints; sum-rate maximization; sum-trace interference relaxation; Base stations; Covariance matrix; Interference constraints; MIMO; Resource management; Uncertainty;
Conference_Titel :
Sensor Array and Multichannel Signal Processing Workshop (SAM), 2012 IEEE 7th
Conference_Location :
Hoboken, NJ
Print_ISBN :
978-1-4673-1070-3
DOI :
10.1109/SAM.2012.6250448