title: Influence of antenna pattern adaptation on the efficiency of the network layer of ad hoc radio communication network
abstract: The paper presents the results of modeling the impact of changing the ad hoc radio communication network nodes’ adaptive antenna systems radiation pattern (RP) on the quality metrics of the communication protocol network layer. Modeling is carried out using a cross-level approach, which allows to consider various OSI model layers jointly. This paper deals with physical and network layer interaction. Packet transmission, reception and collisions are modeled at the physical layer, contrary to the 
journal: H&ES Research