Pique has been involved in a number of high-profile incidents of late, including outbursts at Spanish referees and La Liga president Javier Tebas.
The Barcelona defender believes that referees show a preference towards Barca's fierce rivals Real Madrid and the 29-year-old has been widely criticised by the Spanish media for his remarks.
According to the 'Guardian', Pique - and popstar wife Shakira - are looking for a fresh start and see London as an ideal destination to escape the media frenzy in Spain.
This means that the Spain international may try to force himself a move to either Arsenal or Chelsea.