We present an implementation of a simplified scalable architecture for the efficient realization of 3-D adaptive LUM smoother in the Field Pro- grammable Logic Devices (FPLDs). The proposed filter architecture takes advantages of a combination of recently provided Boolean LUM smoothers with bit-serial realization of stack filters. In order to decrease hardware requirements, we implemented a highly reduced filter structure that is completely modular, scalable and optimized for hardware implementation in FPLD. Introduced simplifications significantly decrease a circuit complexity, however they still provide excellent smoothing capability and provide real-time performance for processing of 3-D signals with sampling frequencies up to 65 Msamples/second.