针对传统粒子群优化算法中惯性权重调节机制的局限性，提出一种改进的粒子群优化算法，并应用到目标跟踪领域。-To overcome the limitations of traditional particle swarm optimization inertia weightadjustment mechanism, we proposed an improved particle swarm optimization algorithm appliedto the target tracking.