On the weights point, see Virginia Woolf.A link I added earlier suggested people who drown while swimming can be on the bottom of the pool within 10 seconds.
I know it is bad but not impossible you could take weights with you. Even without this drowning is fast. iMO
Using weights would presumably mean a body wouldn't move much from where it sank though.