Disclosed herein are methods, systems, and apparatus, including computer programs encoded on computer storage media, for payment based on wireless communication and biological features. One of the methods includes determining at least one wireless communications device is within a wireless communication range of a payment collection system. Data specifying at least one account associated with the at least one wireless communications device and data specifying a biometric feature associated with the at least one account is obtained from a payment platform. The payment collection system collects a target biometric feature of a target user. In response to determining that the target biometric feature matches the biometric feature associated with the at least one account, a target account of the target user is determined based on the at least one account, and a deduction operation is performed on the target account.