GMMap: Memory-Efficient Continuous Occupancy Map Using Gaussian Mixture Model

Peter Zhi Xuan Li, Sertac Karaman, Vivienne Sze

Energy consumption of memory accesses dominates the compute energy in energy-constrained robots which require a compact 3D map of the environment to achieve autonomy. Recent mappin…