
True-time-delay (TTD) beamformers can generate wideband squint-free beams in analog and digital signal domains. The delay Vandermonde matrix (DVM) was introduced as a mathematical model that represents TTD-based multi-beam beamformers while reducing the delays from O(N-2) to O(NlogN) , where N=2 (R)(r >= 1) is the number of beams. In this paper, we propose to reduce the complexity of delays from O(NlogN) to nearly O(N) for a small number of beams. More precisely, we present a recursive algorithm to compute the DVM-vector product with a complexity reduction of at least 21% to at most 52% compared to our most recent work, and at least 39% to at most 98% compared to the brute-force DVM-vector calculation. This enhancement was achieved by using 16-beam approximate-DVM (ADVM) building blocks that recursively execute with the DVM algorithm. The reduced complexity DVM algorithm achieves nearly linear complexity for smaller input sizes, specifically when N <= 1024 . This modification results in a complexity reduction when compared to the O(NlogN) complexity of the DVM algorithm, spanning from 8 to 1024 beams. For example, by computing the DVM-vector product for N=8 to 1024 elements antenna arrays, we can obtain wideband RF beams while reducing the required chip area and power consumption by at least 21% at 1024 beams to at most 52% at 16 beams compared to radix-2 DVM algorithm, and also at least 39% at 8 beams to at most 98% at 1024 beams compared to the brute-force DVM-vector product computation. With this reduction, we show that the proposed DVM algorithm is better suited for end-to-end RF-IC design that includes multiple wideband channels. At the end, a signal flow graph, simulated beam patterns at 150 MHz, 300 MHz, 600 MHz, and 1 GHz frequencies based on the proposed ADVM algorithm, and a digital overview are provided to demonstrate the simplicity, efficiency, and accuracy of the proposed TTD multibeam beamformers for RF-IC design.
IEEE Access, 13
ISSN:2169-3536
Numerical approximation, discrete Fourier transform, Performance of algorithms, Wideband multi-beam beamforming, Signal flow graphs, low-complexity algorithm, Discrete Fourier transform, TK1-9971, Delay Vandermonde matrix, Matrix norms, Wireless communication systems, antenna arrays, true-time delays (TTDs), Sparse matrices, True-time delays (TTDs), Electrical engineering. Electronics. Nuclear engineering, Antenna arrays, Wideband multi-beam beamforming; True-time delays (TTDs); Low-complexity algorithm; Antenna arrays; Numerical approximation; Discrete Fourier transform; Delay Vandermonde matrix; Sparse matrices; Performance of algorithms; Matrix norms; Signal flow graphs; Wireless communication systems, Low-complexity algorithm, numerical approximation
Numerical approximation, discrete Fourier transform, Performance of algorithms, Wideband multi-beam beamforming, Signal flow graphs, low-complexity algorithm, Discrete Fourier transform, TK1-9971, Delay Vandermonde matrix, Matrix norms, Wireless communication systems, antenna arrays, true-time delays (TTDs), Sparse matrices, True-time delays (TTDs), Electrical engineering. Electronics. Nuclear engineering, Antenna arrays, Wideband multi-beam beamforming; True-time delays (TTDs); Low-complexity algorithm; Antenna arrays; Numerical approximation; Discrete Fourier transform; Delay Vandermonde matrix; Sparse matrices; Performance of algorithms; Matrix norms; Signal flow graphs; Wireless communication systems, Low-complexity algorithm, numerical approximation
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