An　efficient　scheme　to　generate　multiparticle　W　state　based　on　transitionless　quantum　driving　(TQD)　with　trapped　ions　is　proposed.　In　the　TQD　scheme,　the　effective　Hamiltonian　can　be　obtained　with　the　help　of　quantum　Zeno　dynamics　and　large　off-resonance　condition,　and　the　multiparticle　W　state　can　be　generated　with　high　fidelity.　The　influence　of　decoherence　induced　by　the　ionic　spontaneous　emission　and　the　ambient　heating,　and　the　sensitivity　of　the　TQD　scheme　to　some　experimental　errors　are　discussed　by　numerical　simulation.　The　result　demonstrates　that　the　TQD　scheme　is　faster　than　that　only　via　the　fractional　stimulated　Raman　adiabatic　passage　and　robust　against　decoherence　and　operation imperfection.　©　2021　Wiley-VCH　GmbH