![智能机器人技术:安保、巡逻、处置类警用机器人研究实践](https://wfqqreader-1252317822.image.myqcloud.com/cover/49/41865049/b_41865049.jpg)
上QQ阅读APP看书,第一时间看更新
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/3_01.jpg?sign=1739278904-hZR9TMrx54VfUczX7lBVLcsJzHecdCaM-0-958244dfb2187749454df345384881f7)
图1-7 点云降采样算法框图
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/3_02.jpg?sign=1739278904-Nve2YSThIcaHOB5l1vzbJ2AwooIaLH5n-0-de99ca055b40949309db8d9f5540b571)
图1-9 点云分割算法示意
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/4_01.jpg?sign=1739278904-KBOD3GCWOCLVPt5xcWYxgIUdElZKqWzn-0-186a21a2dadcddc1f9cfcb35008d8caf)
图1-10 三个场景下的分割示例
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/5_01.jpg?sign=1739278904-SSJwxkdDu14rEwjwBhLbnUXKmGwScPJf-0-240b8dbe68c530d81125e7c9a6a8001e)
图1-11 两种算法的点云降采样示例
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/5_02.jpg?sign=1739278904-GVziywDLlnVebJvXyGRaIEENklRD7YfU-0-8fd487698fd3d1e2d9590247100b6d50)
图1-12 Scan-to-SubMap匹配过程
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/5_03.jpg?sign=1739278904-5ZdFEHCc5FAfFwhAm1VDckIz6t44aaQX-0-fc11457117b5b99060a73de915a38233)
图1-17 三种算法的ROC曲线
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/6_01.jpg?sign=1739278904-boACVjMLaZV5m2YchIcje1U5wSaWb9rD-0-05dacc52cf9460ac5d8eba7b745b77c2)
图1-18 场景卫星图及MIM_SLAM算法建立的点云地图
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/6_02.jpg?sign=1739278904-jxta7fUTym2UBbdo3JdK85ix9jKiCJNi-0-8172d9fcddc7ec218b4492f2b9564ddc)
图1-26 点线特征2实体视觉惯性定位方法示意图
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/6_03.jpg?sign=1739278904-hoWmlToTxrYR6e3jOb5dg53wJRIXyjRd-0-7a27a1b6eeebc6c556257ac3b3ca23c4)
图1-29 精度实验结果
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/7_01.jpg?sign=1739278904-Xl02S9eBFs1Q8ib5P8IC1R6fOetHLfIW-0-69a75f998914c747283533ef67e261e3)
图1-30 灵敏度实验结果
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/7_02.jpg?sign=1739278904-jqWL5dNS2hFMhrgMPaau4wTK7yOr3PxZ-0-d6ce174b344d3b88001a1fb7ab85bce5)
图1-31 鲁棒性实验结果图
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/7_03.jpg?sign=1739278904-hDEMolphsHVa7jr34aANcwWRikZAzTTo-0-e01d492133f3ef09a76e14f76ab2bed8)
图1-32 相对定位示意图
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/8_01.jpg?sign=1739278904-OZsW6ZUKlK8pHr319QBzMD4eKtdVd0Aq-0-aad2abe69503e0556c2e8ba9f17f4932)
图1-33 流形导航示意图
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/8_02.jpg?sign=1739278904-udLJIXCk09oQosmKRQttjrF2ZsWvZXCR-0-f404fcfe220620637dd509adef8e930c)
图1-34 流形导航示意图的记忆机制示意图
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/8_03.jpg?sign=1739278904-ZD6BsL1d8ZY3eqR1DIV06E5eyqnBuMZE-0-b98eb13c7ad3988bbd735313ebb1ca1f)
图1-36 运行路线卫星图
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/8_04.jpg?sign=1739278904-7u6gEDj76UHY8JPAvV0ovhFXIcHvW58S-0-5cbb581f6c5829f2245b0cdb3445e618)
图1-37 有/无记忆机制下的定位成功率对比
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/8_05.jpg?sign=1739278904-frGk6UraPSvtol88YKhhsAGW0VDbupYz-0-fc782faa36516929010f5c53da4d75fa)
图1-38 每次运行结束后地图节点数
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/9_01.jpg?sign=1739278904-KiUocZV1T8aff8dVltOT9sk0QtgPbrvW-0-086f9f22c5cb2c0104dc91121bd40dcf)
图1-47 二级融合模块速度对比结果
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/9_02.jpg?sign=1739278904-BgPyd6zjcCgtrp2ChCPCOmeF9vxkKm49-0-e3fbfb8e2dcc5d2e0110cdabc7a64545)
图1-48 二级融合模块经纬度和高度对比结果
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/10_01.jpg?sign=1739278904-YqBKJlU9aXSIC8uOoFucgQWsyXpyXOEP-0-9305084aa212d2dd8901b5a7e33e66a2)
图1-64 异构无线传感器网络系统结构
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/10_02.jpg?sign=1739278904-XbA2dc6TwuNueA47MXz6Kge6Zoz1vkd7-0-e91907f82cc743bb9ebafd4fffe3928a)
图2-5 不透明塑料袋包装
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/11_01.jpg?sign=1739278904-6FOOpAnU74xwzyWgTWHQp0LZFzK3O5PR-0-093bf9ddd6ffa3de1daa3ac8413152cd)
图2-6 纸袋包装
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/11_02.jpg?sign=1739278904-v5W6nDsz3tw8qcaSajpA48suXTsWKkuX-0-1ae1d9e3e2e5dba07c4465bcc48153d2)
图2-7 手提包包装
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/11_03.jpg?sign=1739278904-5Vh40kaSLYJS0cMuBOA24pm1zgsmqLbW-0-8f60ab0d86b3a5630a26afafc629d09b)
图2-8 温度变化实验成像图
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/11_04.jpg?sign=1739278904-poia1oB2Bb6CzDIM65P5m7u8OdiIMf6D-0-f72536337ad2ddc2d0a30fa229d77929)
图2-45 面向警用的危险目标语义级图像分割
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/12_01.jpg?sign=1739278904-iVTDu8YSQoieXfe6T6lDEj0fs0pjTAfm-0-49044837d5a7cb12b8bee53b3e93d14b)
图2-46 面向警用危险目标的结合图像语义信息的图像实例分割
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/12_02.jpg?sign=1739278904-bEDxu7jGeT2iCCJdE6ENmkgxAmHdDrFw-0-01044cb0a05c37c419f7a7ac6ece7788)
图3-9 改进的机械臂模型
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/12_03.jpg?sign=1739278904-tyRr4HUq6fN1lkvNtRC7srocgyleVvEO-0-7a8fb825add8cbd4fb6edeaa6e866620)
图3-10 运动规划轨迹
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/12_04.jpg?sign=1739278904-KZ8kiWtlSYcpVpx6FBJAfCeDd4vUSVYj-0-8e3aaa85d9853128e8383dde83e4f381)
图3-27 Octree障碍模型
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/12_05.jpg?sign=1739278904-qpMjBzyGh0JZ4XjPge4DW4cbzSD1t17a-0-7dde58c8a19f2c3e180be1a777cce8a0)
图4-10 GPS路径设置和导航测试图
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/13_01.jpg?sign=1739278904-V1jTcFpChbcI8JI3TYJaTSDKVpdT1iXI-0-eba16ff2147906cd47e13f9653ee7a87)
图4-19 屏蔽RTK GPS信号时,机器人基于SLAM地图的自主导航情况
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/13_02.jpg?sign=1739278904-y0dWijQhByzmvDT986fyNIgPCvBw05O0-0-793882549ce8f0c42c5390ab3fb34a06)
图4-20 RTK GPS信号恢复情况下,机器人利用GPS数据进行导航
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/13_03.jpg?sign=1739278904-jXggaX8I1Jm5KRCQRmQ0XN3cFXRDqCH5-0-c33c3cffc28429740fd8b32e996a84ec)
图4-55 小地图界面
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/13_04.jpg?sign=1739278904-GaxAZrG4gqrpFuX7EznOAnSN9Q7MWbKF-0-fca63034abb762dd774fc5d52b15b937)
图5-31 稳定裕度等高线
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/13_05.jpg?sign=1739278904-mlWdrQND1BTBu6bL1O5KTzLkMb0GSRmM-0-ba86dd8940d7039441a066a66982970c)
图5-59 位移云图
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/14_01.jpg?sign=1739278904-vu3oJNKKZo7f32DIS7uDIlLdMSJO5JeK-0-c8933b667aa81072ffb5b66add6f108b)
图5-60 应力云图
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/14_02.jpg?sign=1739278904-9Yp3iqeZgfzBc8EVAUrlkXYt8MRkN4iz-0-ed27889cb6c0ded4a3361f2b65a07610)
图5-70 温升测试
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/14_03.jpg?sign=1739278904-tCKxmu0IE6zIvjVvcLTK94B1K86dEEwP-0-0a5fdf8de0be0397d99806566cdcb98f)
图6-8 红外人体检测示意图