An information-theoretic approach to irregular repetition slotted ALOHA (IRSA) is proposed. In contrast with previous works, in which IRSA analysis is conducted only based on quantities that are typical of collision models such as the traffic, the new approach also captures more fundamental quantities. Specifically, a suitable codebook construction for the adder channel model is adopted to establish a link with successive interference cancellation over the multi-packet reception channel. This perspective allows proving achievability and converse results for the average sum rate of IRSA multiple access schemes.
翻译:提议采用信息理论方法处理不规则的重复留置时间档的ALOHA(IRSA),与以前的工作不同,以前的工作是IRSA仅根据交通等典型的碰撞模型的典型数量进行分析,而新的方法也捕捉了更基本的数量,具体而言,为添加器频道模型建造了适当的代码手册,以建立与多包装接收频道连续取消干扰的联系,从而证明IRSA多包装接收频道平均总和访问率的可实现性和反向结果。