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This paper proposes two novel parallel-pipelined FFT architectures, based on multiplier-less implementation, targeting wireless communication applications, such as IEEE 802.11 wireless baseband chip and MC-CDMA receiver. The proposed parallel-pipelined architectures have the advantages of high throughput and high power efficiency. The multiplier-less architecture uses shift and addition operations to realize complex multiplications. By combining a new commutator architecture, and a low power butterfly with this approach, the resulting power and area savings are up to 31% and 20% respectively, for 64-point and 16-point FFTs, as compared to parallel-pipelined FFTs based on Booth coded Wallace tree multipliers.