![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=1738841872-VHQuE1HNP5Tp31tGVREKkTR5fhVb7bpq-0-3cdfebd49457db279737478575ab2e1d)
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=1738841872-12edynll4gLGKwB4bTp3INhef6HcpXxN-0-cc865fcf9218cac4459e1bc4df2b2623)
图1-9 点云分割算法示意
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/4_01.jpg?sign=1738841872-usuD5wuKkiL86EwvxrQ6DuZJYRH9uaax-0-27663c37c1cebd89efdbc3bd3c9129a0)
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=1738841872-nDUafRPCQnP3qUSbIngLQFdHc2mhYYfe-0-9f8b489fb64fbc74d6ec56df748ed085)
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=1738841872-CHfJivBJMrxWJxcxvfpO3xddo2gNP1gz-0-4adf55959a54cf99e2c44ead98725bff)
图1-12 Scan-to-SubMap匹配过程
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/5_03.jpg?sign=1738841872-t6ymf3JvDr4U83YfWyNd6k4jN49UUr7v-0-f5880f994079d4228b15bbb821669063)
图1-17 三种算法的ROC曲线
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/6_01.jpg?sign=1738841872-sM6ES8kBWnuzpefPESYP4vCNJRgRJtpd-0-af4efd992e92570f9fe29b99808b9d38)
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=1738841872-wHN89V2JTy5wPkgOYKpe4ICGUPvRG0Xb-0-86faa2ad41d2203b33183e16262460c6)
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=1738841872-jUcL53XxqXa2CxuuxOQH2b9MsiWy3fSi-0-076c14632045cf551edf0f91f5ba12a5)
图1-29 精度实验结果
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/7_01.jpg?sign=1738841872-J6PKuhQIVxfjNPI19tLWnatWJhJzLD21-0-3ba560d75cd906aef782710ed055e90b)
图1-30 灵敏度实验结果
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/7_02.jpg?sign=1738841872-ziiRrqf1rPswP08Lndz14EKnYo14uz4h-0-6da7ea90b6c88e50daa136cfbb690de7)
图1-31 鲁棒性实验结果图
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/7_03.jpg?sign=1738841872-JMSXB3p4UqnBkMCHrYUSIfERBs1thxpi-0-870f58cbad582e463c03cb8f2d7cf1c9)
图1-32 相对定位示意图
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/8_01.jpg?sign=1738841872-tvm2GWEicVycGdvgMxa1CKa0CS8NA7V8-0-726426756f9368993def5de6f71a2229)
图1-33 流形导航示意图
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/8_02.jpg?sign=1738841872-cYgR4AyqJj1lXWidD4Y51I7zP8n3GyGh-0-9a2bed403403c1914a36438119865821)
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=1738841872-FjLS3jb1Od3U54aBaSJTyVYmMRzljPLa-0-67d5ad839110564694c7f279e5bfebb9)
图1-36 运行路线卫星图
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/8_04.jpg?sign=1738841872-uWrDUBi3cYhCQYbzVYJGlAYBq9x24ChD-0-1294efd303f1c684f00d52e26f5d7c2c)
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=1738841872-i8R6NoZU2uCt4F8XjCOAz79YOGn7i6mr-0-54c7331d242ed8032af664beabfb4613)
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=1738841872-qDCgSP1LwGw5z1NsQQSgiTCkhrJI4HYl-0-13f5343704e96bb3b237f941795b1e5f)
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=1738841872-ZWlyWsOjyvDgGTTuQuzkAvXJVfb6t7tS-0-555d1557ac17eef8fa72f43cc4f2109c)
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=1738841872-2VFl7FjdhBrlHGQUs1zhmwsUPcKovcdp-0-5295a1bd995459542b4bc6589a1d8a31)
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=1738841872-NEpVS6B5ybeiJ6K69AMtEqykhyBYzsAO-0-7037a17fa03495281acfa386057930df)
图2-5 不透明塑料袋包装
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/11_01.jpg?sign=1738841872-1A4MxbLj42VpIC02Omb3UZ7vdqa8JH7y-0-6c5c2f56da537c33a9a23eb93d253309)
图2-6 纸袋包装
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/11_02.jpg?sign=1738841872-93Mw9Kinq4PGD5TeTlE2CkmQ4lXco1qf-0-1be078375690d374a6b016e70abd4511)
图2-7 手提包包装
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/11_03.jpg?sign=1738841872-0NJmCGKxpWPCGPtKB1KdjhtEHOekku3f-0-97b2235beed563ab79ca62a1d2eca71d)
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=1738841872-4K5NNg2A4gTfIcqNk0aCyrpmPNx0he90-0-5f9d83892b03c0cdef9d8690c8a65782)
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=1738841872-LxwAbO5ftx90OocUltKcgurmKojX50Oq-0-f5b42ff8edcfc84e4b1067aa243a3e4b)
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=1738841872-2jU1wifnW04wxVQAQFN2ACeSLQI4bzqa-0-73e1572c1f852e0ae094913ccded28d4)
图3-9 改进的机械臂模型
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/12_03.jpg?sign=1738841872-hVSIvFFSrQ5njLfTpyzuPKJGDFIZ3NUB-0-140aed3b72af6971c7b83a8973b73468)
图3-10 运动规划轨迹
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/12_04.jpg?sign=1738841872-0UlMvmSz9YS740ur3KW4iUnd3sUS1csj-0-0ee9fd026798cd6fbd707d3b00620547)
图3-27 Octree障碍模型
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/12_05.jpg?sign=1738841872-KfScQ9NH8S1JrPuecLFmXwYBDHnSjfL1-0-e9314cc9bbcd04a537e206e6be6510e0)
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=1738841872-qYeHz0y4Dlw9GOWi3aPfU8czt46a6U7H-0-efea008fd48e7598b4c9fe72ead692bc)
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=1738841872-1kLMSiv0dccEl8OchKvU6oncB8xiFN3A-0-2aad539af2b23ddaa113f91d2cfe4b43)
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=1738841872-yJ0CDWX76o2CIsu9mInHVVLkojc3AshV-0-87a517680d4e7729d4ec207ac9741712)
图4-55 小地图界面
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/13_04.jpg?sign=1738841872-JYnsVXLxx4z7r2Muahbt0MpmDTEbZhRX-0-1d0a95916708fd8380f5325312eb355c)
图5-31 稳定裕度等高线
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/13_05.jpg?sign=1738841872-rWGDt6R9Yo3P27CFU2oZkw19xuZeMPgT-0-015f086cdd9f3ed2a88754adfd6528b5)
图5-59 位移云图
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/14_01.jpg?sign=1738841872-fa0ed7KpIB9Iic84xgxsji6N7oFzmiM7-0-40efd3f003c1e2de6a7b7791ea2d85af)
图5-60 应力云图
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/14_02.jpg?sign=1738841872-7v4rYmRpCEvMmRrLOAzWC08OOFLD5B9X-0-bbd6d79ee62c0e5bd32dc0aceb0c2b12)
图5-70 温升测试
![](https://epubservercos.yuewen.com/3CE24A/21889221708626306/epubprivate/OEBPS/Images/14_03.jpg?sign=1738841872-WXdsGLLfX4IPXKtlfslXEHSVbyY8VgUn-0-56fecd5b288202af373c98780b33639b)
图6-8 红外人体检测示意图