This brief analyzes the multi scroll chaotic attractors in hysteresis-based piecewise-linear systems. The dynamics of the chaotic attractors are first analyzed. The unstable limit cycles and the boundary conditions for the occurrences of chaotic behaviors are derived. The sensitivity of systems parameters on the chaotic behaviors is also studied, accompanied by a number of simulations.