diff --git a/README.md b/README.md index 7881d74..a64678f 100644 --- a/README.md +++ b/README.md @@ -1,2 +1,85 @@ -# sensor_fusion_study -Sensor Fusion Study Based on "Optimal State Estimation" +# Sensor Fusion Study +- Sensor Fusion Study Based on "Optimal State Estimation - Dan Simon" +- Sponsor by AI Robotics KR https://www.facebook.com/groups/airoboticskr/ + +![image](https://user-images.githubusercontent.com/10994112/93724065-e31f1d00-fbde-11ea-8f08-ccb9d834cb42.png) + +### Members +#### Study Lead : + - Stella Seoyeon Yang @howtowhy, Hayden + +#### Study Contributors : + - Sora Kang, Dong Hyun Kim, Jeong Eun Park @jeongeun980906, Jin Hyuk Song @Jinhyeok1489, Young Beom Kim @eddy979797, Hae Gu Lee, Sung Min Ahn @aminsung, Soo Young Kim @kimsooyoung, Young Joo Kim, Kile + + +𝐂𝐡𝟏. 𝐋𝐢𝐧𝐞𝐚𝐫 𝐒𝐲𝐬𝐭𝐞𝐦 : Hayden +- Slide : https://www.slideshare.net/roboticskrai/sensor-fusion-study-ch1-linear-system-hayden +- Youtube : https://youtu.be/-6pO8G8PHC4 + +𝐂𝐡𝟐. 𝐏𝐫𝐨𝐛𝐚𝐛𝐢𝐥𝐢𝐭𝐲 𝐓𝐡𝐞𝐨𝐫𝐲 : Seo Yeon Stella Yang +- Slide : https://www.slideshare.net/roboticskrai/sensor-fusion-study-probability-theory-stella +- Youtube :https://youtu.be/38dVDay2XnA + +𝐂𝐡 𝟑. 𝐋𝐞𝐚𝐬𝐭 𝐒𝐪𝐮𝐚𝐫𝐞 𝐄𝐬𝐭𝐢𝐦𝐚𝐭𝐢𝐨𝐧 : Sora Kang, Stella, Hayden +- Slide : https://www.slideshare.net/roboticskrai/sensor-fusion-study-ch3-least-square-estimation-stella-hayden +- Youtube : https://youtu.be/C_gtrXk3zNo + +𝐂𝐡𝟒. 𝐏𝐫𝐨𝐩𝐚𝐠𝐚𝐭𝐢𝐨𝐧 𝐨𝐟 𝐬𝐭𝐚𝐭𝐞𝐬 𝐚𝐧𝐝 𝐜𝐨𝐯𝐚𝐫𝐢𝐚𝐧𝐜𝐞 : Dong Hyun Kim +- Slide: https://www.slideshare.net/roboticskrai/sensor-fusion-study-ch4-propagation-of-states-and-covariance +- Youtube:https://youtu.be/38dVDay2XnA + +𝐂𝐡 𝟓. 𝐓𝐡𝐞 𝐃𝐢𝐬𝐜𝐫𝐞𝐭𝐞-𝐓𝐢𝐦𝐞 𝐊𝐚𝐥𝐦𝐚𝐧 𝐅𝐢𝐥𝐭𝐞𝐫: Jeong Eun Park +- Slide : https://www.slideshare.net/roboticskrai/sensor-fusion-study-ch5-the-discretetime-kalman-filter +- Youtube : https://www.youtube.com/watch?v=j9CRDGqmJ1I + +𝐂𝐡 𝟔. 𝐀𝐥𝐭𝐞𝐫𝐧𝐚𝐭𝐞 𝐊𝐚𝐥𝐦𝐚𝐧 𝐅𝐢𝐥𝐭𝐞𝐫 𝐅𝐨𝐫𝐦𝐮𝐥𝐚𝐭𝐢𝐨𝐧𝐬: Jin Hyuk Song +- Slide : https://www.slideshare.net/roboticskrai/sensor-fusion-study-ch6-alternate-kalman-filter-formulations-jinhyuk-song +- Youtube: https://www.youtube.com/watch?v=xtSLagWgG3g + +𝐂𝐡 𝟕. 𝐊𝐚𝐥𝐦𝐚𝐧 𝐅𝐢𝐥𝐭𝐞𝐫 𝐆𝐞𝐧𝐞𝐫𝐚𝐥𝐢𝐳𝐚𝐭𝐢𝐨𝐧𝐬 : Young Beom Kim +- Slide :https://www.slideshare.net/roboticskrai/sensor-fusion-study-ch7-kalman-filter-generalizations +- Youtube :https://youtu.be/y1T4ogYlJb0 + +𝐂𝐡 𝟖. 𝐓𝐡𝐞 𝐂𝐨𝐧𝐭𝐢𝐧𝐮𝐨𝐮𝐬-𝐓𝐢𝐦𝐞 𝐊𝐚𝐥𝐦𝐚𝐧 𝐅𝐢𝐥𝐭𝐞𝐫 : Hae Gu Lee +- Slide :https://www.slideshare.net/roboticskrai/sensor-fusion-study-ch8-the-continuoustime-kalman-filter +- Youtube :https://youtu.be/HtS2SJcXcTE + +𝐂𝐡 𝟗. 𝐎𝐩𝐭𝐢𝐦𝐚𝐥 𝐒𝐦𝐨𝐨𝐭𝐡𝐢𝐧𝐠: Hayden +- Slide : https://www.slideshare.net/roboticskrai/sensor-fusion-study-ch9-optimal-smoothing-hayden +- Youtube : https://youtu.be/Amm6pObx8No + +𝐂𝐡 𝟏𝟎. 𝐀𝐝𝐝𝐢𝐭𝐢𝐨𝐧𝐚𝐥 𝐓𝐨𝐩𝐢𝐜𝐬 𝐢𝐧 𝐊𝐚𝐥𝐦𝐚𝐧 𝐅𝐢𝐥𝐭𝐞𝐫𝐢𝐧𝐠: Stella Seoyeon Yang +- Slide : https://www.slideshare.net/roboticskrai/sensor-fusion-study-ch11-additional-topic-in-kalman-filter-stella-seoyeon-yang +- Youtube: https://youtu.be/TI_fV4t6pOU + +𝐂𝐡 𝟏𝟏. 𝐓𝐡𝐞 𝐇-𝐈𝐧𝐟𝐢𝐧𝐢𝐭𝐲 𝐅𝐢𝐥𝐭𝐞𝐫 : Young Beom Kim +- Slide :https://www.slideshare.net/roboticskrai/sensor-fusion-study-ch11-the-hinfinity-filter +- Youtube :https://youtu.be/I_Kuj3coyFI + +𝐂𝐡 𝟏𝟐. 𝐀𝐝𝐝𝐢𝐭𝐢𝐨𝐧𝐚𝐥 𝐓𝐨𝐩𝐢𝐜𝐬 𝐢𝐧 𝐇-𝐈𝐧𝐟𝐢𝐧𝐢𝐭𝐲 𝐅𝐢𝐥𝐭𝐞𝐫𝐢𝐧𝐠 : Hayden +- Slide : https://www.slideshare.net/roboticskrai/sensor-fusion-study-ch12-additional-topics-in-hinfinity-filtering-hayden +- Youtube :https://youtu.be/Y7xQXTdHKWw + +𝐂𝐡 𝟏3. 𝐍𝐨𝐧𝐥𝐢𝐧𝐞𝐚𝐫 𝐊𝐚𝐥𝐦𝐚𝐧 𝐅𝐢𝐥𝐭𝐞𝐫𝐢𝐧𝐠 : Sung Min Ahn +- Slide : https://www.slideshare.net/roboticskrai/sensor-fusion-study-ch13-nonlinear-kalman-filtering-ahn-min-sung +- Youtube :https://youtu.be/xucMwb7yAwY + +𝐂𝐡 𝟏4. 𝐓𝐡𝐞 𝐔𝐧𝐬𝐜𝐞𝐧𝐭𝐞𝐝 𝐊𝐚𝐥𝐦𝐚𝐧 𝐅𝐢𝐥𝐭𝐞𝐫 : Soo Young Kim +- Slide : https://www.slideshare.net/roboticskrai/sensor-fusion-study-ch14-the-unscented-kalman-filter-sooyoung-kimg +- Youtube :https://youtu.be/niHpxUUbZ6c + +𝐂𝐡 𝟏5. 𝐓𝐡𝐞 𝐏𝐚𝐫𝐭𝐢𝐜𝐥𝐞 𝐅𝐢𝐥𝐭𝐞𝐫 : Stella Seoyeon Yang +- Slide : https://www.slideshare.net/roboticskrai/sensor-fusion-study-ch15-the-particle-filter-seoyeon-stella-yang +- Youtube :https://youtu.be/23QPRsIlJHk + +#### Additional Session : +𝐑𝐞𝐚𝐥𝐰𝐨𝐫𝐥𝐝 𝐒𝐞𝐧𝐬𝐨𝐫 𝐅𝐮𝐬𝐢𝐨𝐧 𝟏 : Soo Young Kim, Stella Seoyeon Yang +- Slide1:https://www.slideshare.net/roboticskrai/sensor-fusion-study-real-world-1-lidar-radar-fusion-kim-soo-young-237932335 +- Slide2:https://www.slideshare.net/roboticskrai/sensor-fusion-study-real-world-2-gps-ins-fusion-stella-seoyeon-yang-237976578Youtube :https://youtu.be/23QPRsIlJHk +- Youtube : https://youtu.be/74bdIvTIjvY + +𝐑𝐞𝐚𝐥𝐰𝐨𝐫𝐥𝐝 𝐒𝐞𝐧𝐬𝐨𝐫 𝐅𝐮𝐬𝐢𝐨𝐧 𝟐 : Young Joo Kim, Kile +- Youtube :https://youtu.be/t-4bAf3woSU + +### License +[Apache License 2.0][https://github.com/mercy-project/TLdroid/blob/develop/LICENSE] \ No newline at end of file