Dear Editor,This letter introduces a novel algorithm for privacy preservation designed to safeguard both the initial and real-time states of agents under complete distributed average consensus.It addresses a gap in ex...Dear Editor,This letter introduces a novel algorithm for privacy preservation designed to safeguard both the initial and real-time states of agents under complete distributed average consensus.It addresses a gap in existing privacy preservation approaches that predominantly focus on protecting the initial state,with limited consideration for privacy implications throughout the entire process.The algorithm ensures the privacy of both the initial and real-time states by introducing perturbations to the consensus process,allowing agents to freely define these perturbations themselves.Additionally,the perturbations defined by agents arbitrarily do not compromise the accuracy of the consensus result.One of the main results derived is that no agent has access to the real-time state of another agent.展开更多
基金supported in part by the National Natural Science Foundation of China(62276036)the Major Project of Scientific and Technological Research Program of Chongqing Municipal Education Commission(KJZD-M202100602)Innovation and Development Joint Fund Project of Chongqing Natural Science Foundation(CSTB2024NSCQ-LZX0118).
文摘Dear Editor,This letter introduces a novel algorithm for privacy preservation designed to safeguard both the initial and real-time states of agents under complete distributed average consensus.It addresses a gap in existing privacy preservation approaches that predominantly focus on protecting the initial state,with limited consideration for privacy implications throughout the entire process.The algorithm ensures the privacy of both the initial and real-time states by introducing perturbations to the consensus process,allowing agents to freely define these perturbations themselves.Additionally,the perturbations defined by agents arbitrarily do not compromise the accuracy of the consensus result.One of the main results derived is that no agent has access to the real-time state of another agent.
