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Yang et al. Intell Robot 2024;4(1):107-24  I http://dx.doi.org/10.20517/ir.2024.07  Page 111

                                                  Base frame
                                                  Cantilever
                                                  Thigh
                                                  Shank
                                                  Foot

                                                                      
                                                                      
                                Support joint

                                                                              
                                                                               
                                                  
                                                                                 Hip joint
                                                                       
                                                                     
                                                                                 Knee joint
                                                                             
                                                                         
                                                                          z     Ankle joint
                                                                                x



                                 Figure 3. The schematic diagram of HEW system. HEW: Human-exoskeleton-walker.


               Figure 3, where the exoskeleton robot includes hip, knee and ankle joints to drive the human-exoskeleton sys-
               temwalkingforward. Thethighs, calves, andfeetoftheexoskeletonareinterconnectedwiththecorresponding
               segments of the pilot’s lower limbs, ensuring full synchronization between the pilot’s lower limb movements
               and those of the exoskeleton. The supporting force       can be supplied by the support joint of the robotic
               walker, which is used to move the support joint vertically and support the weight of the human-exoskeleton
               system. The support joint of the robotic walker is actuated with a spring-based mechanism and a stepping
               motor, which provides a variable supporting force for the human-exoskeleton system with different motor
               positions. In addition,    represents the horizontal resistance of the robotic walker;       and       represent the
               horizontal and vertical components of the supporting force offered by the support leg, respectively.       and      
               represent the lengths of the thigh and shank, respectively.       and       represent the hip and knee joint angles of
               the exoskeleton’s support leg, respectively. Note that in this paper, the hip and knee joint angles are sampled
               from the healthy subjects as the control reference, and the hip and knee joints of the exoskeleton robot are
               driven by the DC motors with PID position controllers. The ankle of the exoskeleton robot is a passive joint
               with a spring mechanism, which can be used to avoid the foot drop of the patients.


               In this paper, we focus on the movement of the HEW system in the Sagittal plane, and the Center of Mass
               (COM)ofthehuman-exoskeletonsystemhasagoodcorrespondenceinthesagittalplanewiththehipjoints [19] ;
               therefore,theCOMofthehuman-exoskeletonsystemissettothecenteroftwohipjoints. Thehorizontalmove-
               ment of the COM is solely driven by the exoskeleton support leg, while the vertical movement is influenced by
               both the support joint and the exoskeleton support leg. Assuming that the ankle joint of the support leg is set
               as the origin of the Cartesian frame, the COM’s position of the human-exoskeleton system can be described
               when the predefined gait trajectories       (  ) and       (  ) are employed to drive the exoskeleton:


                                       [           ]  [                     ] [ ]
                                           com (      ,       )  − sin(      )  sin(      −       )       
                                                    =                            ,                      (1)
                                           com (      ,       )  cos(      )  cos(      −       )       


               where the    com and    com represent the horizontal and vertical positions of the COM, respectively. Then, the
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