For hierarchical wireless sensor network (WSN), the clustered routing protocol can effectively deal with large-scale application requirements, thereby, how to efficiently elect the secure cluster heads becomes very critical. Unfortunately, many current studies only focus on improving security while neglecting energy efficiency and transmission performance. In this paper, a lightweight trust management scheme (LTMS) is proposed based on binomial distribution for defending against the internal attacks. Simultaneously, distance domain, energy domain, security domain and environment domain are considered and introduced to propose a multidimensional secure clustered routing (MSCR) scheme by using dynamic dimension weight in hierarchical WSNs. The simulation results show that LTMS can effectively prevent a malicious node from being elected as a cluster head, and MSCR can achieve a balance between security, transmission performance and energy efficiency under the requirements of environmental applications.

对于分层无线传感器网络（WSN），集群路由协议可以有效地处理大规模应用需求，因此，如何有效地选择安全的集群头就变得至关重要。不幸的是，许多当前的研究只注重提高安全性，而忽略了能源效率和传输性能。本文提出了一种基于二项式分布的轻量级信任管理方案（LTMS）来防御内部攻击。同时，考虑并引入了距离域，能量域，安全域和环境域，通过在分层WSN中使用动态维权重来提出多维安全聚类路由（MSCR）方案。