This paper proposes two novel approaches: a signed–unsigned modified Booth decoder/encoder that is used for the production of partial products and a 5-2 compressor for the addition stage of partial products. The improvement of a circuit can be done at the transistor level and the gate level. To improve the circuits at the gate level for the modified Booth decoder/encoder, a new table was designed and also the 5-2 compressor was obtained by changing the truth table. Speed, power consumption and area were improved in the proposed structures. In this paper, at the transistor level, the gate diffusion input (GDI) technique was used to implement logical gates and the gate-level delay of the GDI structures was also calculated. The results indicated that the proposed 5-2 compressor had a delay of 119 ps with a power consumption of 65[Formula: see text][Formula: see text]W, which shows a 23.5% improvement in power delay product (PDP) compared to the best structure in the comparison table, whereas the proposed Booth decoder/encoder had a delay of 257 ps with a power consumption of 61.74[Formula: see text][Formula: see text]W and shows a 63.7% improvement in PDP compared to previous studies. By using the proposed structures in the multiplier, a 22% improvement in PDP was observed. To simulate the obtained structures, the TSMC 0.18 and 0.09[Formula: see text][Formula: see text]m technologies and the HSPICE software were used. Cadence software was used to implement the layouts of the proposed structures.