A lower limb walking assistance robot with multiple preset exercise modes weighs only 2.4 kg. It features dual power modules for more precise control, providing support for both legs or any single leg as needed, with a maximum assistance of 12 Nm and fine-tunable assistance levels. This device can be widely applied in tourism, sports, and rehabilitation.