Unmanned mining is one of the most effective methods to solve mine safety and low efficiency. However. it is the key to accurate localization and mapping for underground mining environment. A novel graph simultaneous localization and mapping (SLAM) optimization method is proposed. https://proozya.shop/product-category/return/