Title :
Design of FIR beamformer with frequency invariant patterns via jointly optimizing spatial and frequency responses
Author :
Yan, Shefeng ; Ma, Yuanliang
Author_Institution :
Inst. of Acoust. Eng., Northwestern Polytech. Univ., Xi´´an, China
Abstract :
An approach to the optimal design of FIR broadband beamformer with frequency invariant patterns via joint optimizing the spatial and frequency responses is proposed. The beam responses are jointly optimized to satisfy some spatial and frequency domain specifications by designing a bank of FIR filters corresponding to the input channels. It minimizes the maximum error between the designed beam patterns and the desired ones over the working frequencies within the mainlobe area while guaranteeing the sidelobes and the array patterns over the stopband to be below some given threshold values. White noise gain constraint is applied to improve the robustness of the beamformer against random errors. The beam response is expressed as a linear function of the FIR filters tap weights, and the design problem is formulated as the second-order cone programming, which can be solved efficiently via the well-established interior point methods. Results of computer simulation for a twelve-element semicircular array confirm satisfactory performance of the approach proposed in this paper.
Keywords :
FIR filters; antenna radiation patterns; array signal processing; channel bank filters; frequency response; minimax techniques; white noise; FIR broadband beamformer; FIR filter bank; array patterns; beam patterns; beam response; frequency invariant patterns; frequency response; interior point methods; joint optimization; linear function; mainlobe area; maximum error minimization; performance; random error robustness; second-order cone programming; sidelobes; spatial response; stopband; tap weights; twelve-element semicircular array; white noise gain constraint; Acoustic beams; Acoustical engineering; Apertures; Array signal processing; Bandwidth; Design optimization; Finite impulse response filter; Frequency; Optimization methods; Sensor arrays;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on
Print_ISBN :
0-7803-8874-7
DOI :
10.1109/ICASSP.2005.1416127