Chinese robot masters massage techniques, pinches, vibrates with human-like hands - Interesting Engineering

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This new robot can give traditional Chinese massage just like a master masseuse.

Updated: Dec 29, 2024 07:11 AM EST





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2 hours ago

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The robot's hands are designed to be about the same size and shape as human hands.

Yuan Xu, Kui Huang, Weichao Guo, Leyi Du




Researchers from Shanghai Jiao Tong University and the University of Shanghai for Science have successfully developed a new robot that uses traditional Chinese medicine (TCM) techniques to give massages. This new robot could eventually find a place in healthcare, wellness, and rehabilitation facilities as an additional patient therapeutic tool.

โ€œWe adopt an adaptive admittance control algorithm to optimize force and position control, ensuring safety and comfort,โ€ wrote Yuan Xu, Kui Huang, Weichao Guo, and Leyi Du in their paper published in the journal arXiv.



โ€œThe paper analyzes key TCM techniques from kinematic and dynamic perspectives and designs robotic systems to reproduce these massage techniques,โ€ they added.

The as-yet-unnamed robot uses jaka zhu7 robotic arms, each with a multi-functional massage hand installed at their ends. These โ€œhandsโ€ have been meticulously designed to mimic the approximate size and shape of a human hand.

Chinese TCM-trained robot masseuse​


According to the team, the robotโ€™s hands have four operation modes, each emulating different TCM massage techniques, such as the concept of zang-fu organs and meridians. To this end, the hands can perform palm punch, vibration, kneading, and finger technique function modules.

Each function requires different hardware tools to perform tasks like turning the hand into a fist or providing directed vibration to an area. Others, like the kneading function, employ a specially designed โ€œkneading motorโ€ that allows the robot to โ€œpinchโ€ the userโ€™s back.



โ€œWe adopted a compliance control algorithm based on adaptive admittance control, aiming to optimize force and position control to address challenges such as patient posture changes and muscle stiffness differences, ensuring the safety and comfort of the massage process,โ€ wrote Xu, Huang, and their colleagues.


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โ€œFurthermore, combining massage techniques, this paper conducts an in-depth analysis of several typical massage methods from the kinematic and dynamic perspectives, designs corresponding mechanical massage hands, and uses robotic technology to replicate and automate these traditional techniques.โ€

To develop their new masseuse robot, the team first had to observe and collect data from expert TCM massage therapists. This was done using a combination of motion capture and pressure sensors.

This data was then used to train a machine-learning algorithm that would ultimately form the basis of the โ€œbrainโ€ of the new robot.



Yet to be tested on people​


โ€œThrough the introduction of these technologies, this paper provides theoretical support and practical guidance for the robotic implementation of massage techniques, promoting the integration of traditional Chinese massage with modern robotics and opening up new application prospects for assistive therapeutic methods,โ€ explained Xu, Huang, and their colleagues.

The team also tested their robot design in the real world to assess its ability to replicate different TCM massage techniques accurately. The results confirmed that the robot effectively performed its four primary massage techniques.

The team hopes to test the robot on human users to assess its ability further and gauge how humans respond to it. They hope that this study will encourage further research into automated massage systems, potentially encompassing other massage styles as well.


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The complete study can be found in the journal arXiv.






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    Hi, ๐ŸŽŠLouts๐Ÿ’‹Today is January 1st. I wish my customers a happy new year. I recommend the best female massage. ๐ŸŒบ๐ŸŽŠ๐Ÿ’‹Yuki๐Ÿ’‹from China๐Ÿ’ฏLisa๐Ÿ’‹Taiwan, Coco๐Ÿ’‹๐Ÿ’ฏKorea, living at 10737 Yonge St Unit13. Please contact 9052375885 or โ˜Ž๏ธ๐Ÿ’‹4163565876๐Ÿ’‹๐Ÿ’ฏ SMS, thank you
  41. Jennyโ€™s Spa:
    ๐ŸŽ‰๐Ÿ’JENNYโ€™S SPA๐ŸŽ‰๐Ÿ’ โœ…5170 DUNDAS STREET WESTโœ… ๐Ÿ‘ŒETOBICOKE ONTARIO M9A 1C4๐Ÿ‘Œ โ˜Ž๏ธ( 647-893-5196)โ˜Ž๏ธCall or Text โ˜Ž๏ธ( 437-888-3759)โ˜Ž๏ธCall Only (ETOBICOKE) OPEN 10am to 9pm MONDAY to SUNDAY ๐Ÿ”ฅโœ…GRAND OPENING๐Ÿ’ฏNEW GIRLS EVERYDAY๐Ÿ”ฅEXCELLENT MASSAGE + SERVICE QUEENS NOW AVAILABLE AT JENNYโ€™S SPA FOR ALL YOUR MASSAGE AND SPECIAL EXTRA NEEDS๐Ÿ”ฅ๐Ÿ’ฏ๐Ÿ˜˜๐Ÿ”ฅโค๏ธ๐Ÿ‘Œ ๐Ÿ”ฅTWO BEAUTIFUL NEW YOUNG ASIAN GIRLS EVERYDAY๐Ÿ”ฅ ๐Ÿ’ฏREAL PICTURES OF ATTENDANTS๐Ÿ’ฏ ๐Ÿ”ฅTODAYโ€™s ROSTER INCLUDES: Coco๐Ÿ˜˜- A young cute blonde Asian girl
  42. hiyamickey:
    6 girls work at Reinella wellness, Address:6262 hwy7 unit #1 Vaughan, โ˜Ž๏ธ๏ผš905-851-4888
  43. Golden Sunshine Spa:
    โœจClick on our Username and FOLLOW US for updates and special services ! โœ… Today๐ŸŒธChristina๐ŸŒธKim๐ŸŒธAkame๐ŸŒธLynda๐ŸŒธAlisa Call us โ˜Ž 905 - 265 - 2158โ˜Ž๏ธ Your ultimate service awaits! โœจ
  44. JerryWangWw:
    Suko spa every day have 7 different style masseuse please call 905-597-8880 ๐Ÿคฉ๐Ÿคฉ๐Ÿคฉ๐Ÿคฉ๐Ÿคฉ๐Ÿคฉ๐Ÿคฉs working here
  45. wonderspa:
    ๐ŸŒบwelcome to wonder spaโ˜Ž๏ธ416-5000-800,L6a4H8๏ผŒwe have 4young beautiful girls working everyday ,RMT available Ensuit shower available ๐Ÿ…,service queen Jessica ,she is very friendly nice girl,deep tissue massage and nice body slide๐Ÿ…,short Q girl Lucy is very good looking,she got a lot experience very popular,big big boob sex Joey really beautiful face open maid,everything she can do๐Ÿ”ฅmust try
  46. AliceSpa:
    WEDNESDAY at ๐—”๐—Ÿ๐—œ๐—–๐—˜ ๐—ฆ๐—ฃ๐—” 416-298-0898, 4915 Steeles Ave. E, Scarborough 3very nice girls here today. Open 10am to 9pm: AMY (11:30am โ€“ 9pm) is a young, petite short & slim Taiwanese, former dance instructor, firm natural B Cups, pretty face, firm natural titis, super play good, bbbj, cim, rim, dfk, all services. BEBE : is a nice young Korean girl with a natural super busty DD Cup, petite
  47. Annie Spa:
    ๐ŸŽ‰๐Ÿ’ANNIE SPA๐ŸŽ‰๐Ÿ’ โœ…7-1001 SANDHURST CIRCLEโœ… ๐Ÿ‘ŒSCARBOROUGH ON M1V 1Z6๐Ÿ‘Œ โ˜Ž๏ธ (647) 891-9688โ˜Ž๏ธ โ˜Ž๏ธ (416) 291-8879โ˜Ž๏ธ (FINCH & MCCOWAN) OPEN 9:30am to 9pm MONDAY to SUNDAY ๐Ÿ”ฅโœ…NEW MANAGEMENT๐Ÿ’ฏNEW GIRLS๐Ÿ”ฅ๐Ÿ”ฅ ๐Ÿ”ฅGORGEOUS NEW YOUNG ASIAN GIRLS - TODAYโ€™s ROSTER INCLUDES: ๐Ÿ”ฅ Mia๐Ÿ˜ beautiful young Singapore girl. Mia has a very sexy body, and beautiful busty boobs and golden blonde hair. She can give a very good teasing and relaxing massage with a sensual great playful HAPPY service. So very sexy beauti
  48. ForeverWarden:
    Wednesday at ๐Ÿซฆโค๏ธ๐Ÿ”ด๐ŸŸฅโ™พ๏ธ๐“•๐“ž๐“ก๐“”๐“ฅ๐“”๐“ก ๐“ข๐“Ÿ๐“โ™พ๏ธ๐ŸŸฅ๐Ÿ”ดโค๏ธ๐Ÿซฆ2190 Warden Ave, Unit 201, Scarborough ๐Ÿฐ๐Ÿญ๐Ÿฒ-๐Ÿด๐Ÿฌ๐Ÿฌ-๐Ÿณ๐Ÿด๐Ÿด๐Ÿณ: Bella, Cindy & Sasa. Bella is around 5โ€™3โ€ with a thin to medium build, C Cups, and a pleasing personality. She can offer dfk, bbbj and cfs as well as a good massage experience. Cindy is a slim beauty, 5โ€™4โ€, natural C Cups & wonderfully long nipples. Her massage is nice, her bbbj will drive you wild
  49. HolidaySpa:
    Wednesday at ๐ŸŒด๐Ÿ˜Ž๐ŸŒ…๐“—๐“ธ๐“ต๐“ฒ๐“ญ๐“ช๐”‚ ๐“ข๐“น๐“ช๐ŸŒ…๐Ÿ˜Ž๐ŸŒด3517 Kennedy Rd, Unit 4, Scarborough โ˜Ž๏ธ๐Ÿฐ๐Ÿฏ๐Ÿณ-๐Ÿฎ๐Ÿฐ๐Ÿณ-๐Ÿญ๐Ÿญ๐Ÿต๐Ÿตโ˜Ž๏ธ: EMILY, KIKI & CINDY. EMILY is a VERY tiny petite SPINNER superstar of the highest quality. Emily has a pretty face, natural A Cups, slim waist, and a lovely spinner bottom, topped off with the very best of services. Kiki is very attractive, young, about 5โ€™4โ€ and 110 Lbs., slim with a banging body.
  50. Moneylee:
    All season wellness center : Young girl big breasted beautiful buttocks charming temperament big boobs Sophia ,young girl pretty face nice figure Thai deep massage Helen,Young girl big breasted beautiful buttocks charming temperament summer ,Young girl Big breasted saucy naughty Ella , Enchanting sexy petite deep massage Sherry ,address: #5-30 Rambler dr Brampton ,Ontario L6W 1E2โ˜Ž๏ธ4376655510 ๐Ÿ‘„๐Ÿ‘„๐Ÿฆต๐Ÿฆต๐Ÿˆต๏ธ๐Ÿˆต๏ธ๐Ÿ‘…๐Ÿ‘…
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