To build piezoceramics with high transduction coefficient (d 33 × g 33 ) is the key to improve the power generation capability of piezoelectric energy harvester. Here, a new targeted doping strategy has been proposed to significantly increase the energy density of piezoceramics. Taking the modification of 0.2Pb(Zn 1/3 Nb 2/ 3 )O 3 -0.8Pb(Zr 0.5 Ti 0.5 )O 3 (PZN-PZT) as an example, dual functions can be achieved by introducing appropriate amount of target-doped (Zn 0.1 Ni 0.9 )TiO 3 (ZTN9) based on its pyrolysis characteristics. On the one hand, Ni 2+ ions enter the perovskite matrix to replace Zn 2+ ions to form equivalent doping; on the other hand, it induces the formation of 0-3 ZnO/perovskite composite structure, and both of which promote the large increase in d 33 × g 33 due to the changes in the domain configuration are more conducive to the ferro-/piezoelectricity. In all compositions, 0.67 mol% ZTN9 added specimen has a maximum value (12 433 × 10 −15 m 2 /N) of the d 33 × g 33 . The cantilever piezoelectric energy harvester fabricated with this material generates up to 4.50 μW/mm 3 of power density at 1 g acceleration, which is capable of quickly charging a 47 μF electrolytic capacitor and then lit 135 parallel-connected commercial blue light-emitting diodes (LEDs), showing its important application in implementing self-powered microsensors.