I got the solution to this question from Hardhat Official Discord channelWebsite.
As we know that private keys are different for different Accounts, like I wanna use 2 or more Rinkeby Accounts in this case, so I need to include their private keys also in hardhat.config.js under accounts.
accounts: [privateKey1, privateKey2, ...]
Link --> https://hardhat.org/config