A system (100, 200, 300, 400), comprising: an unmanned marine vessel (10, 210) having a hull; a multi-dimensional seismic sensor array (12, 212, 312, 412) coupled with the hull, wherein the multi-dimensional seismic sensor array (12, 212, 312, 412) is configured to acquire seismic survey data in multiple directions; wherein the unmanned marine vessel (10, 210) comprises a power source configured to drive and provide propulsion to the unmanned marine vessel (10, 210); and an umbilical cord for coupling the multi-dimensional seismic sensor array (12, 212, 312, 412) with the hull of the unmanned marine vessel (10, 210), wherein the umbilical cord provides electrical communication between the unmanned marine vessel (10, 210) and the multi-dimensional seismic sensor array (12, 212, 312, 412); characterized in that, the system further comprises a sub component disposed between the umbilical cord and the multi-dimensional seismic sensor array, a force decoupling mechanism disposed between the sub component and the multi-dimensional seismic sensor array (12, 212, 312, 412); wherein the multi-dimensional seismic sensor array (12, 212, 312, 412) comprises multiple seismic streamers (14, 240, 340) coupled together with multiple collars (242A, 242B) comprising a first collar coupled to a first end of the seismic streamers and a second collar coupled to a second end of the seismic streamers (14, 240, 340) that is opposite the first end; and wherein a buoyancy of the multiple collars (242A, 242B) is configured to maintain the multi-dimensional seismic sensor array (12, 212, 312, 412) at a particular depth in a water column. an unmanned marine vessel (10, 210) having a hull; a multi-dimensional seismic sensor array (12, 212, 312, 412) coupled with the hull, wherein the multi-dimensional seismic sensor array (12, 212, 312, 412) is configured to acquire seismic survey data in multiple directions; wherein the unmanned marine vessel (10, 210) comprises a power source configured to drive and provide propulsion to the unmanned marine vessel (10, 210); and an umbilical cord for coupling the multi-dimensional seismic sensor array (12, 212, 312, 412) with the hull of the unmanned marine vessel (10, 210), wherein the umbilical cord provides electrical communication between the unmanned marine vessel (10, 210) and the multi-dimensional seismic sensor array (12, 212, 312, 412); characterized in that, the system further comprises a sub component disposed between the umbilical cord and the multi-dimensional seismic sensor array, a force decoupling mechanism disposed between the sub component and the multi-dimensional seismic sensor array (12, 212, 312, 412); wherein the multi-dimensional seismic sensor array (12, 212, 312, 412) comprises multiple seismic streamers (14, 240, 340) coupled together with multiple collars (242A, 242B) comprising a first collar coupled to a first end of the seismic streamers and a second collar coupled to a second end of the seismic streamers (14, 240, 340) that is opposite the first end; and wherein a buoyancy of the multiple collars (242A, 242B) is configured to maintain the multi-dimensional seismic sensor array (12, 212, 312, 412) at a particular depth in a water column.