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By
P. ARUNKUMAR
and
Dr. K. ELANGO
Insects used as spy
Tiny creatures- King of world
Cyborgs/Spy insects
Neural Interface
Micro Air Vehicles(MAV)
Sensor implantation
HI MEMS
Applications
Case studies
SYNOPSIS
Who can obtain secret information and reports all the
information about the situation at the place
Human being- artificially transformed into machine by providing proper interface between man
and computer and cyborg known as “Cyber Organism”
Part human and part machine(robot)
Hybrid of neurons and wires or circuits
“Cyborg” - coined by Manfred Clynes & Nathan Kline
Part Human
Part Machine
• Cyborgs are combination of a living
organism and a machine
• Not necessarily to be a Human; it can be a
bird, dog, insect or any other living thing
• Part of living things
• Robot is basically a machine that is very
advanced
• It is often automated
• Not alive
Human cyborg Animal cyborg
Developed by Defence Advanced
Research Program Agency (DARPA)-
U.S.A because of its use as a spy agent
in army
Well developed because of
advancement in technology
Implantation of electrodes into the brain, optic lobes, muscles of insects
electrically stimulating the muscles could make the legs extend or retract,
lower, lift or fly
Cyborg Insect or Spy Insect
Living insect Sensor
Cyborg Insect
(Mehta et al., 2017)
Insects used for Cyborgs/ Spy
1)Tobacco horn worm- Manducta sexta (Bozkurt et al., 2008)
2)Flower beetle- Mecynorrhina torquata or
Mecynorrhina polyphemus (Doan, 2015)
4)American grasshopper- Schistocerca americana (Mehta et al., 2018)
5)Madagascar Hissing roach (Dutta, 2019)
Reasons to choose insects
(Sato et al., 2010)
Flight performance Increasingly understood
muscular and nervous systems
Complete metamorphosis Locomotion
through artificially generated electrical
signals
(Khan and Lonkar, 2012)
Real-time data acquisition and processing
Direct communication pathway between brain and
external device
Designed to restore
sensory function
transmit sensory information to the brain
stimulate the brain
Sensor
Consist of a sensor implanted in the brain of insect and a device that
analyses brain signals
Signals generated by brain are interpreted and translated to computer
commands
(Khan and Lonkar, 2012)
Computer
Micro Air Vehicles
Used for missions of surveillance measurements in situations
where larger vehicles are not practical
Weight of the payload components
 video cameras
 chemical sensors
 electronics
 communication devices
Optic Lobe
Activation of wing
muscles
Wing
muscles
Interconnected with
Stimulus created
in optic lobe
(Sato et al., 2010)
ellum
oved
Elytra removed
Dorsal longitudinal muscles,
DLM
Dorso ventral muscles,
DVM
Optic lobe
(Sato et al., 2010)
Front view of dissected beetle head showing the brain and
optic lobe implant sites
Cross-section of thorax showing the posterior pronotum implant,
the basalar muscle implant (muscular stimulator)
X & bars- implant sites and approximate implant length
Cross-section of mesothorax also showing the basalar
muscle stimulator site
Hybrid Insect Micro-Electro-Mechanical Systems (HI-MEMS) also known as Cybug
program
MEMS consist of
 Control system
 Power system
(Bozkurt et al., 2008)
From Defence Advanced Research Projects Agency (DARPA) of cyborg insects
controlled by humans
(Bozkurt et al., 2008)
HI MEMS History
( Stahl, 2014)
HI-MEMS program initiated its research in 2007 at Three locations
Flower beetleUniversity of Michigan
Tobacco hawkmoth
June beetles
Boyce Thompson Institute at Cornell University
University of California at Berkeley
(Bozkurt et al., 2008)
TYPE LOCATION Survival rate (%) Average life time
(days)
Neural probe Brain 82 20
Si chip
(1.5mm × 3mm ×
0.5mm)
Dorsal abdomen 80 21
Dorsal thorax 50 14
Ventral abdomen 40 21
Ventral thorax 20 14
Drug dosing tube
(200 µm)
Dorsal thorax 79 22
(Sato et al., 2008)
Table- Summary of implant survival by implant type and insertion location
for cyborg beetle
Applications
Military context-
Explosive detection
Search and rescue Surveillance
Military context-
Information
gathering
FIELD OF APPLICATION USES
Search and rescue • Roaches are sent to disaster zones to seek out humans trapped
under rubble (Dutta, 2019)
• Used to rescue the lives of disaster victims
Military context-
Explosive detection
• Cyborg insects can sniff out bombs
Eg: Cyborg locusts developed to chemical sensing (Mehta et al., 2017)
Military context-
Information gathering
• Remote controlled cyborg beetles could be spy on terrorists (Sato
and Maharbiz, 2010)
Behaving cyborg locusts for chemical sensing
Olfactory sensing capability of locusts- Schistocerca americana for standoff
detection of target chemicals.
Locust trainig
Palp- video recording
Palp opening response for different odor combinations
(Mehta et al., 2017)
Cyborg locusts developed to chemical sensing (Mehta et al., 2017)
Sniff out bombs (similar functional group)
Advantages:
(Mehta et al., 2017)
DOI: 10.1109/MEMSYS.2010.5442570
Source: Conference: 23rd Proceedings of the IEEE International
Conference on Micro Electro Mechanical Systems (MEMS), 2010
Flexible Neuroprosthetic Probes
(FNPs)
Weight- Half a gram
(Tsang et al., 2010)
FNP- Flexible Neuroprosthetic Probes
Probe- made of polyimide polymer coated
with gold and carbon nanotubes
Impedance- much closer to that of nerve tissue
Carbon Nanotube-Enhanced Flexible Neuro prosthetic
Probe- implanted into abdomen of Manducta sexta
(Tsang et al., 2010)
• One end of the probe is a ring that clamps around the VNC
• Inside the ring- five electrodes
• Stimulation at one side of VNC
• Moth’s abdomen turned left or right based on
signal delivered
WORKING OF (FNPs)
Pupa with inserted FNP Enclosed adult moth with
FNP inserted at the pupal
stage
Dissected adult moth showing the growth
of connective tissue around the nerve cord
(Tsang et al., 2010)
Low current required- to control the moth and they were able to pick up nerve
signals
Less weight of FNP
Low current- less damaging to the moth
ADVANTAGES
(Tsang et al., 2010)
Result:
(Tsang et al., 2010)
First remote flight control of moth- using multisite neural stimulation
on the central neural system of moth with a microfabricated FNP
DOI: 10.1109/MEMSYS.2015.7051142
Source: Conference: 28th Proceedings of the IEEE International
Conference on Micro Electro Mechanical Systems (MEMS), 2015
Top view- two micro header for power connection
and stimulus outputs with a micro battery
Bottom view- Chipcon TI CC2431 microcontroller and ceramic
chip antenna mounted on backpack
Wireless Neuromuscular stimulator
Live beetle
Stimulation electrodes
Wireless backpack assembly
(Doan, 2015)
(Doan, 2015)
Flower beetle- Mecynorrhina torquata (used as live insect)
Other terminals of electrodes- inserted into the outputs of
backpack (mounted on beetle)
Two electrodes- implanted into each subalar muscle of the
beetle (depth ~ 3 mm)
Sealed with beeswax
Free flight experiment
Cyborg beetle- commanded by custom software BeetleCommander
Remote controller- send commands to software wirelessly via Bluetooth
transceiver connected to the laptop
Flight command button- pressed- BeetleCommander sends command with
predefined stimulus to backpack
Cyborg beetle- gently released to fly in a closed motion capture room
After implantation
Generates an electrical stimulus to the left or right subalar
muscle.
(Doan, 2015)
a) Freely flying cyborg beetle- controlled by a custom
software, BeetleCommander v1.8, running on the operator
laptop.
b) Laptop- sends control signal to the cyborg beetle- wirelessly
c) Remote controller- input to issue the command to laptop via
Bluetooth transceiver.
d) 3D motion capture system
(Doan, 2015)
Result:
Hovering and landing- controlled by individual
(Doan, 2015)
Achievement of thrust control- wirelessly stimulating
subalar muscle for decelerating the untethered flying beetle
DOI: 10.1109/MEMSYS.2009.4805357
Source: Conference: 22th Proceedings of the IEEE International
Conference on Micro Electro Mechanical Systems (MEMS), 2009
Radio Frequency Receiver
Implant site 2 (right)
(Sato et al., 2009)
Live Flower beetle- Mecynorrhina torquata or Mecynorrhina Polyphemus used
Six electrodes implanted
 Left and right optic lobes
 Brain
 Posterior pronotum
 Right and left basalar flight muscles.
Initiation and cessation of flight- optic lobe stimulation
Muscular stimulation- right or left basalar flight muscles
Left or right turn
(Sato et al., 2009)
First-ever wireless flight control microsystem using RF
receiver on live beetle
Flight initiation and cessation- accomplished by neural
stimulation of both optic lobes and basalar flight muscles
Result:
(Sato et al., 2009)
DOI: 10.1109/MEMSYS.2008.4443617
Source: Conference: 22th Proceedings of the IEEE International
Conference on Micro Electro Mechanical Systems (MEMS), 2009
Flexible probe
Silicon probe
Battery unit for power
Close-up view of the tip
Hole for muscle growth Flexibility of the probe
Probe
Probe
(Bozkurt et al., 2008)
Pupa- 7 days before emergence selected
MEMS- inserted into thorax of pupa
Cuticle healing & sealing of insertion points
Muscles grew around hole of probes
Moths emerged- with inserted probes
90%- success rate
Live Tobacco horn worm- Manducta sexta used
(Bozkurt et al., 2008)
Moth-tethered to flexible cabe
Power- 10 microWatts
(Bozkurt et al., 2008)
Result:
Natural implantation of Micro-Electro-Mechanical Systems
(MEMS)
Flight control of tethered moth using (MEMS)
(Bozkurt et al., 2008)
FUTURE SPY
Bozkurt, A., Gilmour, D., Stem, A. and Lal, A. 2008. MEMS based Bioelectronic Neuromuscular Interfaces for
insect cyborg flight control. Proc. IEEE MEMS. 56: 160-163.
Bozkurt, A., Paul, S., Pulla, A., Ramkumar, B., Blossey, J., Ewer, R., Gilmour, A. and Lal, A. 2007. Microprobe
Microsystem Platform inserted during early metamorphosis to actuate insect flight muscle. Proc. IEEE MEMS.
pp. 405-408.
Doan, T.T., Li, Y., Cao, F. and Sato, H. 2015. Cyborg Beetle: Thrust control of free flying beetle via a miniature
Wireless Neuromuscular Stimulator. Proc. IEEE MEMS. 9: 1048-1050.
Dutta, A. 2019. Cyborgs: Neuromuscular control of insects. IEEE International Conference on Neural Engineering.
pp.682-685.
Khan, S. and Lonkar, S. 2012. Neural control-cyborg-The Transformation. World Research Journal of Engineering
and Technology. pp.8-10.
Mehta, M., Chandak, R., Raman, B. and Chakrabartty, S. 2018. Line demonstrartion: Behaving cyborg locusts
for standoff chemical sensing. IEEE International Symposium on Circuits and Systems. pp.1-5.
Sato, H., Berry, C. W., Casey, B. E., Lavella, G., Yao, Y., Vanden, J. M. and Maharbiz, M. M. 2008. A Cyborg
Beetle: Insect flight control through an implantable, tetherless microsystem. Proc. IEEE MEMS. 3: 164-
167.
Sato, H., Kolev, S., Goehausen, N., Nyi, M. N., Massey, T. L., Abbeel, P. and Maharbiz, M. M. 2010. Cyborg
beetles: The Remote radio control of insect flight. Proc. IEEE MEMS. pp.1-4
Sato, H. and Maharbiz, M. 2010. Recent developments in the remote radio control of insect flight. Frontiers in
Neuroscience. 303: 1-12.
Sato, H., Peeri, Y., Baghoomian, E., Berry, C. and Maharbiz, M. 2009. Radiocontrolled cyborg beetles: A
radio-frequency system for insect neural flight control. IEEE 22nd International Conference on Micro
Electro Mechanical Systems. pp. 216-219.
Stahl, R. 2014. Life is War: The Rhetoric of Biomimesis and the future military. Journal of florida. 26(2): 122-137.
Tsang, W.M., Stone, A., Aldworth, Z., Otten, D., Akinwande, A.I., Daniel, T., Hildebrand, J.G., Levine, R.B. and
Voldman, J. 2010. Remote control of a cyborg moth using carbon nanotube-enhanced flexible neuroprosthetic
probe. Proc. IEEE MEMS. pp. 39-42.
Zheng, N., Qian, M., Jin, M., Zhang, S., Guan, N. and Yang, Q. 2018. Abdominal-waving control of tethered
bumblebees. Proc. IEEE MEMS. pp.1-10.
Cyborg insects  as spy insects

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Cyborg insects as spy insects

  • 1. By P. ARUNKUMAR and Dr. K. ELANGO Insects used as spy
  • 3. Cyborgs/Spy insects Neural Interface Micro Air Vehicles(MAV) Sensor implantation HI MEMS Applications Case studies SYNOPSIS
  • 4. Who can obtain secret information and reports all the information about the situation at the place
  • 5. Human being- artificially transformed into machine by providing proper interface between man and computer and cyborg known as “Cyber Organism” Part human and part machine(robot) Hybrid of neurons and wires or circuits “Cyborg” - coined by Manfred Clynes & Nathan Kline Part Human Part Machine
  • 6. • Cyborgs are combination of a living organism and a machine • Not necessarily to be a Human; it can be a bird, dog, insect or any other living thing • Part of living things • Robot is basically a machine that is very advanced • It is often automated • Not alive
  • 7. Human cyborg Animal cyborg Developed by Defence Advanced Research Program Agency (DARPA)- U.S.A because of its use as a spy agent in army Well developed because of advancement in technology
  • 8. Implantation of electrodes into the brain, optic lobes, muscles of insects electrically stimulating the muscles could make the legs extend or retract, lower, lift or fly Cyborg Insect or Spy Insect Living insect Sensor Cyborg Insect (Mehta et al., 2017)
  • 9. Insects used for Cyborgs/ Spy 1)Tobacco horn worm- Manducta sexta (Bozkurt et al., 2008) 2)Flower beetle- Mecynorrhina torquata or Mecynorrhina polyphemus (Doan, 2015)
  • 10. 4)American grasshopper- Schistocerca americana (Mehta et al., 2018) 5)Madagascar Hissing roach (Dutta, 2019)
  • 11. Reasons to choose insects (Sato et al., 2010) Flight performance Increasingly understood muscular and nervous systems Complete metamorphosis Locomotion
  • 12. through artificially generated electrical signals (Khan and Lonkar, 2012) Real-time data acquisition and processing Direct communication pathway between brain and external device Designed to restore sensory function transmit sensory information to the brain stimulate the brain
  • 13. Sensor Consist of a sensor implanted in the brain of insect and a device that analyses brain signals Signals generated by brain are interpreted and translated to computer commands (Khan and Lonkar, 2012) Computer
  • 14. Micro Air Vehicles Used for missions of surveillance measurements in situations where larger vehicles are not practical
  • 15. Weight of the payload components  video cameras  chemical sensors  electronics  communication devices
  • 16.
  • 17. Optic Lobe Activation of wing muscles Wing muscles Interconnected with Stimulus created in optic lobe (Sato et al., 2010)
  • 18. ellum oved Elytra removed Dorsal longitudinal muscles, DLM Dorso ventral muscles, DVM Optic lobe
  • 19. (Sato et al., 2010) Front view of dissected beetle head showing the brain and optic lobe implant sites Cross-section of thorax showing the posterior pronotum implant, the basalar muscle implant (muscular stimulator) X & bars- implant sites and approximate implant length Cross-section of mesothorax also showing the basalar muscle stimulator site
  • 20.
  • 21. Hybrid Insect Micro-Electro-Mechanical Systems (HI-MEMS) also known as Cybug program MEMS consist of  Control system  Power system (Bozkurt et al., 2008) From Defence Advanced Research Projects Agency (DARPA) of cyborg insects controlled by humans
  • 23. HI MEMS History ( Stahl, 2014) HI-MEMS program initiated its research in 2007 at Three locations Flower beetleUniversity of Michigan Tobacco hawkmoth June beetles Boyce Thompson Institute at Cornell University University of California at Berkeley
  • 25. TYPE LOCATION Survival rate (%) Average life time (days) Neural probe Brain 82 20 Si chip (1.5mm × 3mm × 0.5mm) Dorsal abdomen 80 21 Dorsal thorax 50 14 Ventral abdomen 40 21 Ventral thorax 20 14 Drug dosing tube (200 µm) Dorsal thorax 79 22 (Sato et al., 2008) Table- Summary of implant survival by implant type and insertion location for cyborg beetle
  • 26. Applications Military context- Explosive detection Search and rescue Surveillance Military context- Information gathering
  • 27. FIELD OF APPLICATION USES Search and rescue • Roaches are sent to disaster zones to seek out humans trapped under rubble (Dutta, 2019) • Used to rescue the lives of disaster victims Military context- Explosive detection • Cyborg insects can sniff out bombs Eg: Cyborg locusts developed to chemical sensing (Mehta et al., 2017) Military context- Information gathering • Remote controlled cyborg beetles could be spy on terrorists (Sato and Maharbiz, 2010)
  • 28. Behaving cyborg locusts for chemical sensing Olfactory sensing capability of locusts- Schistocerca americana for standoff detection of target chemicals. Locust trainig Palp- video recording Palp opening response for different odor combinations (Mehta et al., 2017)
  • 29. Cyborg locusts developed to chemical sensing (Mehta et al., 2017) Sniff out bombs (similar functional group) Advantages: (Mehta et al., 2017)
  • 30. DOI: 10.1109/MEMSYS.2010.5442570 Source: Conference: 23rd Proceedings of the IEEE International Conference on Micro Electro Mechanical Systems (MEMS), 2010
  • 31. Flexible Neuroprosthetic Probes (FNPs) Weight- Half a gram (Tsang et al., 2010) FNP- Flexible Neuroprosthetic Probes Probe- made of polyimide polymer coated with gold and carbon nanotubes Impedance- much closer to that of nerve tissue
  • 32. Carbon Nanotube-Enhanced Flexible Neuro prosthetic Probe- implanted into abdomen of Manducta sexta (Tsang et al., 2010)
  • 33. • One end of the probe is a ring that clamps around the VNC • Inside the ring- five electrodes • Stimulation at one side of VNC • Moth’s abdomen turned left or right based on signal delivered WORKING OF (FNPs) Pupa with inserted FNP Enclosed adult moth with FNP inserted at the pupal stage Dissected adult moth showing the growth of connective tissue around the nerve cord (Tsang et al., 2010)
  • 34. Low current required- to control the moth and they were able to pick up nerve signals Less weight of FNP Low current- less damaging to the moth ADVANTAGES (Tsang et al., 2010)
  • 35. Result: (Tsang et al., 2010) First remote flight control of moth- using multisite neural stimulation on the central neural system of moth with a microfabricated FNP
  • 36. DOI: 10.1109/MEMSYS.2015.7051142 Source: Conference: 28th Proceedings of the IEEE International Conference on Micro Electro Mechanical Systems (MEMS), 2015
  • 37. Top view- two micro header for power connection and stimulus outputs with a micro battery Bottom view- Chipcon TI CC2431 microcontroller and ceramic chip antenna mounted on backpack Wireless Neuromuscular stimulator Live beetle Stimulation electrodes Wireless backpack assembly (Doan, 2015)
  • 38. (Doan, 2015) Flower beetle- Mecynorrhina torquata (used as live insect) Other terminals of electrodes- inserted into the outputs of backpack (mounted on beetle) Two electrodes- implanted into each subalar muscle of the beetle (depth ~ 3 mm) Sealed with beeswax
  • 39. Free flight experiment Cyborg beetle- commanded by custom software BeetleCommander Remote controller- send commands to software wirelessly via Bluetooth transceiver connected to the laptop Flight command button- pressed- BeetleCommander sends command with predefined stimulus to backpack Cyborg beetle- gently released to fly in a closed motion capture room After implantation Generates an electrical stimulus to the left or right subalar muscle. (Doan, 2015)
  • 40. a) Freely flying cyborg beetle- controlled by a custom software, BeetleCommander v1.8, running on the operator laptop. b) Laptop- sends control signal to the cyborg beetle- wirelessly c) Remote controller- input to issue the command to laptop via Bluetooth transceiver. d) 3D motion capture system (Doan, 2015)
  • 41. Result: Hovering and landing- controlled by individual (Doan, 2015) Achievement of thrust control- wirelessly stimulating subalar muscle for decelerating the untethered flying beetle
  • 42. DOI: 10.1109/MEMSYS.2009.4805357 Source: Conference: 22th Proceedings of the IEEE International Conference on Micro Electro Mechanical Systems (MEMS), 2009
  • 43. Radio Frequency Receiver Implant site 2 (right) (Sato et al., 2009)
  • 44. Live Flower beetle- Mecynorrhina torquata or Mecynorrhina Polyphemus used Six electrodes implanted  Left and right optic lobes  Brain  Posterior pronotum  Right and left basalar flight muscles. Initiation and cessation of flight- optic lobe stimulation Muscular stimulation- right or left basalar flight muscles Left or right turn (Sato et al., 2009)
  • 45.
  • 46. First-ever wireless flight control microsystem using RF receiver on live beetle Flight initiation and cessation- accomplished by neural stimulation of both optic lobes and basalar flight muscles Result: (Sato et al., 2009)
  • 47. DOI: 10.1109/MEMSYS.2008.4443617 Source: Conference: 22th Proceedings of the IEEE International Conference on Micro Electro Mechanical Systems (MEMS), 2009
  • 48. Flexible probe Silicon probe Battery unit for power Close-up view of the tip Hole for muscle growth Flexibility of the probe Probe Probe (Bozkurt et al., 2008)
  • 49. Pupa- 7 days before emergence selected MEMS- inserted into thorax of pupa Cuticle healing & sealing of insertion points Muscles grew around hole of probes Moths emerged- with inserted probes 90%- success rate Live Tobacco horn worm- Manducta sexta used (Bozkurt et al., 2008)
  • 50. Moth-tethered to flexible cabe Power- 10 microWatts (Bozkurt et al., 2008)
  • 51.
  • 52. Result: Natural implantation of Micro-Electro-Mechanical Systems (MEMS) Flight control of tethered moth using (MEMS) (Bozkurt et al., 2008)
  • 54. Bozkurt, A., Gilmour, D., Stem, A. and Lal, A. 2008. MEMS based Bioelectronic Neuromuscular Interfaces for insect cyborg flight control. Proc. IEEE MEMS. 56: 160-163. Bozkurt, A., Paul, S., Pulla, A., Ramkumar, B., Blossey, J., Ewer, R., Gilmour, A. and Lal, A. 2007. Microprobe Microsystem Platform inserted during early metamorphosis to actuate insect flight muscle. Proc. IEEE MEMS. pp. 405-408. Doan, T.T., Li, Y., Cao, F. and Sato, H. 2015. Cyborg Beetle: Thrust control of free flying beetle via a miniature Wireless Neuromuscular Stimulator. Proc. IEEE MEMS. 9: 1048-1050. Dutta, A. 2019. Cyborgs: Neuromuscular control of insects. IEEE International Conference on Neural Engineering. pp.682-685. Khan, S. and Lonkar, S. 2012. Neural control-cyborg-The Transformation. World Research Journal of Engineering and Technology. pp.8-10.
  • 55. Mehta, M., Chandak, R., Raman, B. and Chakrabartty, S. 2018. Line demonstrartion: Behaving cyborg locusts for standoff chemical sensing. IEEE International Symposium on Circuits and Systems. pp.1-5. Sato, H., Berry, C. W., Casey, B. E., Lavella, G., Yao, Y., Vanden, J. M. and Maharbiz, M. M. 2008. A Cyborg Beetle: Insect flight control through an implantable, tetherless microsystem. Proc. IEEE MEMS. 3: 164- 167. Sato, H., Kolev, S., Goehausen, N., Nyi, M. N., Massey, T. L., Abbeel, P. and Maharbiz, M. M. 2010. Cyborg beetles: The Remote radio control of insect flight. Proc. IEEE MEMS. pp.1-4 Sato, H. and Maharbiz, M. 2010. Recent developments in the remote radio control of insect flight. Frontiers in Neuroscience. 303: 1-12. Sato, H., Peeri, Y., Baghoomian, E., Berry, C. and Maharbiz, M. 2009. Radiocontrolled cyborg beetles: A radio-frequency system for insect neural flight control. IEEE 22nd International Conference on Micro Electro Mechanical Systems. pp. 216-219.
  • 56. Stahl, R. 2014. Life is War: The Rhetoric of Biomimesis and the future military. Journal of florida. 26(2): 122-137. Tsang, W.M., Stone, A., Aldworth, Z., Otten, D., Akinwande, A.I., Daniel, T., Hildebrand, J.G., Levine, R.B. and Voldman, J. 2010. Remote control of a cyborg moth using carbon nanotube-enhanced flexible neuroprosthetic probe. Proc. IEEE MEMS. pp. 39-42. Zheng, N., Qian, M., Jin, M., Zhang, S., Guan, N. and Yang, Q. 2018. Abdominal-waving control of tethered bumblebees. Proc. IEEE MEMS. pp.1-10.