Exoskeleton system to provide assistance for users performing activities
An approach for assisting users with physical activities by using one or more exoskeleton suits is disclosed. The approach includes, receiving a plurality of data from a user and devices; analyzing one or more problems associated with the plurality of data; determining one or more solutions for the one or more problems based on the analysis; identifying an optimal solution from the one or more solutions; instructing the one or more exoskeleton suits with the optimal solution, wherein the user wears the one or more exoskeleton suits; and performing the instructions, by the exoskeleton suits, based on the optimal solution.
1 . A computer-implemented method for assisting users with physical activities by using one or more exoskeleton suits, the computer-implemented method comprising:
receiving, by one or more processors, a plurality of data from a user and devices;
analyzing, by the one or more processors, one or more problems associated with the plurality of data;
determining, by the one or more processors, one or more solutions for the one or more problems based on the analysis, further comprising:
identifying one or more capabilities and constraints of devices;
saving data points of the one or more capabilities and constraints as one or more vectors;
identifying a group objective function based on the one or more vectors in order to optimize the data points;
setting local and group optima for the group objective function;
optimizing the group objective function until a threshold criteria has been met; and
identifying an optimal solution after meeting the threshold criteria;
identifying, by the one or more processors, an optimal solution from the one or more solutions;
instructing, by the one or more processors, the one or more exoskeleton suits with the optimal solution, wherein the user wears the one or more exoskeleton suits; and
performing the instructions, by the one or more exoskeleton suits, based on the optimal solution.
2 . The computer-implemented method of claim 1 , wherein receiving a plurality of data from a user, wherein the plurality of data comprises one or more of, environmental data, user data and exoskeleton data.
3 . The computer-implemented method of claim 1 , wherein the analysis is performed by a CPS (central platform service).
4 . The computer-implemented method of claim 1 , wherein instructing the one or more exoskeleton suits with the one or more solutions:
converting the one or more solutions into actional instructions set; and
sending an actional instruction set to the one or more exoskeleton suits.
5 . The computer-implemented method of claim 3 , wherein the CPS comprises one or more of components, data intelligence bot, service actuator, service optimizer, service monitor, KB database and exoskeleton actuator.
6 . The computer-implemented method of claim 5 , wherein the analysis comprises:
identifying, by one or more bots, one or more services based on the plurality of data;
searching, by one or more bots, through the KB database by one or more bots belonging to the data intelligence bot;
generating, by one or more bots, one or more instruction sets, wherein the one or more instruction sets includes an overall goal set and an individual priority set;
determining, by one or more bots, an optimal solution based on the one or more instruction sets; and
generating, by one or more bots, a final execution order set based on the optimal solution.
7 . A computer program product for assisting users with physical activities by using one or more exoskeleton suits, the computer program product including one or more non-transitory computer-readable storage media having computer-readable program instructions stored on the one or more non-transitory computer-readable storage media, said program instructions when executed on a processor, executes a computer-implemented method comprising the steps of:
receiving a plurality of data from a user;
analyzing one or more problems associated with the plurality of data;
determining one or more optimal solutions for the one or more problems based on the analysis further comprising:
identifying one or more capabilities and constraints of devices;
saving data points of the one or more capabilities and constraints as one or more vectors;
identifying a group objective function based on the one or more vectors in order to optimize the data points;
setting local and group optima for the group objective function;
optimizing the group objective function until a threshold criteria has been met; and
identifying an optimal solution after meeting the threshold criteria;
instructing one or more exoskeleton suits with one or more solutions, wherein the user wears the one or more exoskeleton suits; and
performing the instructions, by the one or more exoskeleton suits, based on the one or more solutions.
8 . The computer program product of claim 7 , wherein receiving a plurality of data from a user, wherein the plurality of data comprises one or more of, environmental data, user data and exoskeleton data.
9 . The computer program product of claim 7 , wherein the analysis is performed by a CPS (central platform service).
10 . The computer program product of claim 7 , wherein instructing the one or more exoskeleton suits with the one or more solutions:
converting the one or more solutions into actional instructions set; and
sending the actional instructions set to the one or more exoskeleton suits.
11 . The computer program product of claim 9 , wherein the CPS comprises one or more of components, data intelligence bot, service actuator, service optimizer, service monitor, KB database and exoskeleton actuator.
12 . The computer program product of claim 11 , wherein the analysis comprises:
identifying, by one or more bots, one or more services based on the plurality of data;
searching, by one or more bots, through the KB database by one or more bots belonging to the data intelligence bot;
generating, by one or more bots, one or more instruction sets, wherein the one or more instruction sets includes an overall goal set and an individual priority set;
determining, by one or more bots, an optimal solution based on the one or more instruction sets; and
generating, by one or more bots, a final execution order set based on the optimal solution.
13 . A computer system for assisting users with physical activities by using one or more exoskeleton suits, the computer system comprising:
one or more computer processors; and
one or more computer readable storage media having computer-readable program instructions stored on the one or more computer readable storage media, said program instructions executes, by the one or more computer processors, a computer-implemented method comprising the steps of:
receiving a plurality of data from a user;
analyzing one or more problems associated with the plurality of data;
determining one or more optimal solutions for the one or more problems based on the analysis further comprising:
identifying one or more capabilities and constraints of devices;
saving data points of the one or more capabilities and constraints as one or more vectors;
identifying a group objective function based on the one or more vectors in order to optimize the data points;
setting local and group optima for the group objective function;
optimizing the group objective function until a threshold criteria has been met; and
identifying an optimal solution after meeting the threshold criteria;
instructing the one or more exoskeleton suits with the one or more solutions, wherein the user wears the one or more exoskeleton suits; and
performing the instructions, by the one or more exoskeleton suits, based on one or more solutions.
14 . The computer system of claim 13 , wherein the analysis is performed by a CPS (central platform service).
15 . The computer system of claim 13 , wherein instructing the one or more exoskeleton suits with the one or more solutions:
converting the one or more solutions into actional instructions set; and
sending the actional instructions set to the one or more exoskeleton suits.
16 . The computer system of claim 14 , wherein the CPS comprises one or more of components, data intelligence bot, service actuator, service optimizer, service monitor, KB database and exoskeleton actuator.
17 . The computer system of claim 16 , wherein the analysis comprises:
identifying, by one or more bots, one or more services based on the plurality of data;
searching, by one or more bots, through the KB database by one or more bots belonging to the data intelligence bot component;
generating, by one or more bots, one or more instruction sets, wherein the one or more instruction sets includes an overall goal set and an individual priority set;
determining, by one or more bots, an optimal solution based on the one or more instruction sets; and
generating, by one or more bots, a final execution order set based on the optimal solution.