This paper focuses on channel estimation in single-user and multi-user MIMO systems with multi-antenna base stations equipped 1-bit spatial sigma-delta analog-to-digital converters (ADCs). A careful selection of the quantization voltage level phase shift used feedback loop ADCs is critical to improve its effective resolution. We first develop a noise model for ADCs. Using developed model, we th...