Title :
Semi-infinite quadratic programming approach to design FIR filter for PAPR reduction in OFDM system
Author :
Reine, Regina ; Zhuquan Zang
Author_Institution :
Sarawak Campus, Dept. of Electr. & Comput. Eng., Curtin Univ., Miri, Malaysia
fDate :
June 29 2014-July 2 2014
Abstract :
The challenge of implementing Orthogonal Frequency Division Multiplexing (OFDM) system in wireless communication is to reduce the high peak-to-average power ratio (PAPR) of OFDM transmitted signal. The pulse shaping technique is an effective way to reduce the PAPR with minimal increase of implementation complexity. This paper proposes a design of finite impulse response (FIR) pulse shaping filters which is formulated as a quadratic optimisation problem to minimise the weighted mean squared error between the desired target response and the designed filter in the stopband whilst satisfying prescribed peak gain constraints in the passband. Numerical examples illustrate the effectiveness of the proposed FIR pulse shaping filter to reduce PAPR and bit-error-rate (BER) in OFDM system.
Keywords :
FIR filters; OFDM modulation; error statistics; mean square error methods; quadratic programming; radio networks; BER; FIR pulse shaping filters; OFDM system; OFDM transmitted signal; PAPR reduction; bit-error-rate; design FIR filter; finite impulse response; orthogonal frequency division multiplexing; peak gain constraints; peak-to-average power ratio; pulse shaping technique; semiinfinite quadratic programming approach; weighted mean squared error; wireless communication; Bandwidth; Bit error rate; Finite impulse response filters; Peak to average power ratio; Pulse shaping methods; Quadratic programming; OFDM; PAPR; Pulse shaping; Semiinfinite quadratic programming;
Conference_Titel :
Statistical Signal Processing (SSP), 2014 IEEE Workshop on
Conference_Location :
Gold Coast, VIC
DOI :
10.1109/SSP.2014.6884662