Abstract Analyzing the difference between the joint-domain and the cascade proccessing for phase array radar, this paper propose a new partial adaptive spatial-temporal joint domain processor with highly tolerant ability in the presence of random amplitude and phase errors existing in rhe array elements. Partial joint adaptive processing is implemented in the angle-Doppler domain transformed from the two dimensional spatial-temporal data.