ZHOU Zhiling, postgraduate, majors in indoor and outdoor fusion positioning, E-mail: zhouzhiling@njtech.edu.cn
A combined positioning method that integrates ultra wide band (UWB) with low-cost micro-electro-mechanical systems (MEMS) inertial measurement unit (IMU) is proposed. Initially, UWB ranging data is optimized using ranging bias correction and Kalman filtering. Subsequently, the complementary strengths of multiple sensors are leveraged through a UWB/IMU fusion model. Experimental results demonstrate that the optimized UWB achieves an improvement in average positioning accuracy from 15.70 cm to 13.75 cm, with the RMSE decreasing from 22.45 cm to 19.70 cm. In non-line-of-sight (NLOS) scenarios, even when UWB signals experience abrupt changes or are lost, the fused system can still provide continuous and reliable positional information, with an average accuracy of 13.23 cm and an RMSE of 17.90 cm.
| 科 Family | 属数 Number of genus | 种数 Number of species | 占总种数比例 Percentage of total species (%) | 属 Genus | 种数 Number of species | 占总种数比例 Percentage of total species (%) |
|---|---|---|---|---|---|---|
| 鹅膏菌科Amanitaceae | 2 | 11 | 5.26 | 鹅膏菌属 Amanita | 10 | 4.78 |
| 小菇科 Mycenaceae | 2 | 12 | 5.74 | 丝盖伞属 Inocybe | 5 | 2.39 |
| 多孔菌科 Polyporaceae | 8 | 14 | 6.70 | 蜡蘑属 Laccaria | 5 | 2.39 |
| 红菇科 Russulaceae | 3 | 23 | 11.00 | 小皮伞属 Marasmius | 6 | 2.87 |
| 小菇属 Mycena | 11 | 5.26 | ||||
| 光柄菇属 Pluteus | 5 | 2.39 | ||||
| 红菇属 Russula | 17 | 8.13 | ||||
| 栓菌属 Trametes | 5 | 2.39 |